{
  "version": "1.0.0",
  "generated_at": "2026-11-02T14:24:16+00:00",
  "source": "FV/OPS/DC-01/26-27 (25 August 2026)",
  "code_format": "ENV.C.SS — ENV is the environment id exactly as printed in the coverage plan (\"2\", \"8A\", \"10\"); C is the 1-based cluster index within that environment; SS is the 1-based sub-task index within the cluster, zero-padded to two digits. \"10.1.03\" is environment 10, cluster 1, sub-task 3. Codes are frozen and reused in delivered _labels.json. Environments sort by sort_key (8 < 8A < 8B < 9). Page anchors replace the dots with hyphens (#10-1-03).",
  "counts": {
    "environments": 16,
    "clusters": 70,
    "subtasks": 354
  },
  "environments": [
    {
      "id": "1",
      "sort_key": 1,
      "slug": "1-event-venue",
      "name": "Event Venue",
      "tier": 2,
      "status": "collecting",
      "description": "Banquet halls, conference centres and exhibition setups. Work comes in bursts around events.",
      "diversity": "medium",
      "counts": {
        "clusters": 3,
        "subtasks": 12
      },
      "clusters": [
        {
          "code": "1.1",
          "n": 1,
          "name": "Setup and teardown",
          "slug": "setup-and-teardown",
          "subtasks": [
            {
              "code": "1.1.01",
              "n": 1,
              "name": "Stage and equipment setup and teardown",
              "slug": "stage-and-equipment-setup-and-teardown"
            },
            {
              "code": "1.1.02",
              "n": 2,
              "name": "Staging deck and riser assembly",
              "slug": "staging-deck-and-riser-assembly"
            },
            {
              "code": "1.1.03",
              "n": 3,
              "name": "Pipe and drape rigging",
              "slug": "pipe-and-drape-rigging"
            },
            {
              "code": "1.1.04",
              "n": 4,
              "name": "Table and chair arrangement",
              "slug": "table-and-chair-arrangement"
            },
            {
              "code": "1.1.05",
              "n": 5,
              "name": "Barrier and stanchion placement",
              "slug": "barrier-and-stanchion-placement"
            },
            {
              "code": "1.1.06",
              "n": 6,
              "name": "Signage and banner hanging",
              "slug": "signage-and-banner-hanging"
            }
          ]
        },
        {
          "code": "1.2",
          "n": 2,
          "name": "Service preparation",
          "slug": "service-preparation",
          "subtasks": [
            {
              "code": "1.2.01",
              "n": 1,
              "name": "Linen and tableware setting",
              "slug": "linen-and-tableware-setting"
            },
            {
              "code": "1.2.02",
              "n": 2,
              "name": "Bar and beverage station setup",
              "slug": "bar-and-beverage-station-setup"
            },
            {
              "code": "1.2.03",
              "n": 3,
              "name": "Floor marking and taping",
              "slug": "floor-marking-and-taping"
            }
          ]
        },
        {
          "code": "1.3",
          "n": 3,
          "name": "Logistics and cleanup",
          "slug": "logistics-and-cleanup",
          "subtasks": [
            {
              "code": "1.3.01",
              "n": 1,
              "name": "AV and cable management",
              "slug": "av-and-cable-management"
            },
            {
              "code": "1.3.02",
              "n": 2,
              "name": "Equipment case packing and loadout",
              "slug": "equipment-case-packing-and-loadout"
            },
            {
              "code": "1.3.03",
              "n": 3,
              "name": "Trash and recycling sweep",
              "slug": "trash-and-recycling-sweep"
            }
          ]
        }
      ]
    },
    {
      "id": "2",
      "sort_key": 2,
      "slug": "2-retail-store-back-of-house",
      "name": "Retail Store — Back of House",
      "tier": 1,
      "status": "collecting",
      "description": "Supermarkets, hypermarkets, apparel and electronics chains, pharmacy and convenience formats. Backroom and shop-floor replenishment; no customer-facing work.",
      "diversity": "high",
      "counts": {
        "clusters": 5,
        "subtasks": 28
      },
      "clusters": [
        {
          "code": "2.1",
          "n": 1,
          "name": "Receiving and unpacking",
          "slug": "receiving-and-unpacking",
          "subtasks": [
            {
              "code": "2.1.01",
              "n": 1,
              "name": "Pallet breakdown and sorting",
              "slug": "pallet-breakdown-and-sorting"
            },
            {
              "code": "2.1.02",
              "n": 2,
              "name": "Carton unboxing and breakdown",
              "slug": "carton-unboxing-and-breakdown"
            },
            {
              "code": "2.1.03",
              "n": 3,
              "name": "Delivery check-in against manifest",
              "slug": "delivery-check-in-against-manifest"
            },
            {
              "code": "2.1.04",
              "n": 4,
              "name": "Roll-cage and trolley unloading",
              "slug": "roll-cage-and-trolley-unloading"
            },
            {
              "code": "2.1.05",
              "n": 5,
              "name": "Carton flattening and baler feeding",
              "slug": "carton-flattening-and-baler-feeding"
            },
            {
              "code": "2.1.06",
              "n": 6,
              "name": "Damaged-goods sorting and quarantine",
              "slug": "damaged-goods-sorting-and-quarantine"
            }
          ]
        },
        {
          "code": "2.2",
          "n": 2,
          "name": "Stockroom management",
          "slug": "stockroom-management",
          "subtasks": [
            {
              "code": "2.2.01",
              "n": 1,
              "name": "Backroom organisation and zoning",
              "slug": "backroom-organisation-and-zoning"
            },
            {
              "code": "2.2.02",
              "n": 2,
              "name": "Stockroom shelving and bin sorting",
              "slug": "stockroom-shelving-and-bin-sorting"
            },
            {
              "code": "2.2.03",
              "n": 3,
              "name": "Overstock put-away by SKU",
              "slug": "overstock-put-away-by-sku"
            },
            {
              "code": "2.2.04",
              "n": 4,
              "name": "Tote and bin handling",
              "slug": "tote-and-bin-handling"
            },
            {
              "code": "2.2.05",
              "n": 5,
              "name": "Ladder and step-stool retrieval work",
              "slug": "ladder-and-step-stool-retrieval-work"
            },
            {
              "code": "2.2.06",
              "n": 6,
              "name": "Cycle counting and stock checks",
              "slug": "cycle-counting-and-stock-checks"
            }
          ]
        },
        {
          "code": "2.3",
          "n": 3,
          "name": "Shelf and floor replenishment",
          "slug": "shelf-and-floor-replenishment",
          "subtasks": [
            {
              "code": "2.3.01",
              "n": 1,
              "name": "Shelf restocking",
              "slug": "shelf-restocking"
            },
            {
              "code": "2.3.02",
              "n": 2,
              "name": "Facing, blocking and fronting",
              "slug": "facing-blocking-and-fronting"
            },
            {
              "code": "2.3.03",
              "n": 3,
              "name": "Display and endcap building",
              "slug": "display-and-endcap-building"
            },
            {
              "code": "2.3.04",
              "n": 4,
              "name": "Planogram reset and re-lay",
              "slug": "planogram-reset-and-re-lay"
            },
            {
              "code": "2.3.05",
              "n": 5,
              "name": "Shelf-edge label and price tag changes",
              "slug": "shelf-edge-label-and-price-tag-changes"
            },
            {
              "code": "2.3.06",
              "n": 6,
              "name": "Security tag application",
              "slug": "security-tag-application"
            },
            {
              "code": "2.3.07",
              "n": 7,
              "name": "Date-code rotation and pull-outs",
              "slug": "date-code-rotation-and-pull-outs"
            }
          ]
        },
        {
          "code": "2.4",
          "n": 4,
          "name": "Order fulfilment and returns",
          "slug": "order-fulfilment-and-returns",
          "subtasks": [
            {
              "code": "2.4.01",
              "n": 1,
              "name": "Online-order picking",
              "slug": "online-order-picking"
            },
            {
              "code": "2.4.02",
              "n": 2,
              "name": "Bagging and tote staging",
              "slug": "bagging-and-tote-staging"
            },
            {
              "code": "2.4.03",
              "n": 3,
              "name": "Click-and-collect handover preparation",
              "slug": "click-and-collect-handover-preparation"
            },
            {
              "code": "2.4.04",
              "n": 4,
              "name": "Returns and go-back processing",
              "slug": "returns-and-go-back-processing"
            },
            {
              "code": "2.4.05",
              "n": 5,
              "name": "Restocking of returned items",
              "slug": "restocking-of-returned-items"
            }
          ]
        },
        {
          "code": "2.5",
          "n": 5,
          "name": "Shop-floor support",
          "slug": "shop-floor-support",
          "subtasks": [
            {
              "code": "2.5.01",
              "n": 1,
              "name": "Cart and basket retrieval",
              "slug": "cart-and-basket-retrieval"
            },
            {
              "code": "2.5.02",
              "n": 2,
              "name": "Signage and banner hanging",
              "slug": "signage-and-banner-hanging"
            },
            {
              "code": "2.5.03",
              "n": 3,
              "name": "Spill response and spot cleaning",
              "slug": "spill-response-and-spot-cleaning"
            },
            {
              "code": "2.5.04",
              "n": 4,
              "name": "Queue barrier and stanchion setup",
              "slug": "queue-barrier-and-stanchion-setup"
            }
          ]
        }
      ]
    },
    {
      "id": "3",
      "sort_key": 3,
      "slug": "3-active-construction-site",
      "name": "Active Construction Site",
      "tier": 1,
      "status": "collecting",
      "description": "Residential and light-commercial builds, interior fit-outs and renovation sites.",
      "diversity": "very_high",
      "counts": {
        "clusters": 5,
        "subtasks": 28
      },
      "clusters": [
        {
          "code": "3.1",
          "n": 1,
          "name": "Site preparation and material handling",
          "slug": "site-preparation-and-material-handling",
          "subtasks": [
            {
              "code": "3.1.01",
              "n": 1,
              "name": "Material handling and stacking",
              "slug": "material-handling-and-stacking"
            },
            {
              "code": "3.1.02",
              "n": 2,
              "name": "Pallet and bundle offloading",
              "slug": "pallet-and-bundle-offloading"
            },
            {
              "code": "3.1.03",
              "n": 3,
              "name": "Tool and equipment staging",
              "slug": "tool-and-equipment-staging"
            },
            {
              "code": "3.1.04",
              "n": 4,
              "name": "Debris removal and cleanup",
              "slug": "debris-removal-and-cleanup"
            },
            {
              "code": "3.1.05",
              "n": 5,
              "name": "Site sweeping and dust control",
              "slug": "site-sweeping-and-dust-control"
            },
            {
              "code": "3.1.06",
              "n": 6,
              "name": "Waste segregation and skip loading",
              "slug": "waste-segregation-and-skip-loading"
            }
          ]
        },
        {
          "code": "3.2",
          "n": 2,
          "name": "Structural and framing work",
          "slug": "structural-and-framing-work",
          "subtasks": [
            {
              "code": "3.2.01",
              "n": 1,
              "name": "Framing and stud layout",
              "slug": "framing-and-stud-layout"
            },
            {
              "code": "3.2.02",
              "n": 2,
              "name": "Blocking, bracing and noggin fitting",
              "slug": "blocking-bracing-and-noggin-fitting"
            },
            {
              "code": "3.2.03",
              "n": 3,
              "name": "Rebar tying and placement",
              "slug": "rebar-tying-and-placement"
            },
            {
              "code": "3.2.04",
              "n": 4,
              "name": "Concrete pouring and screeding",
              "slug": "concrete-pouring-and-screeding"
            },
            {
              "code": "3.2.05",
              "n": 5,
              "name": "Concrete floating, edging and finishing",
              "slug": "concrete-floating-edging-and-finishing"
            },
            {
              "code": "3.2.06",
              "n": 6,
              "name": "Scaffold assembly and dismantling",
              "slug": "scaffold-assembly-and-dismantling"
            },
            {
              "code": "3.2.07",
              "n": 7,
              "name": "Formwork setup and stripping",
              "slug": "formwork-setup-and-stripping"
            }
          ]
        },
        {
          "code": "3.3",
          "n": 3,
          "name": "Enclosure and surface work",
          "slug": "enclosure-and-surface-work",
          "subtasks": [
            {
              "code": "3.3.01",
              "n": 1,
              "name": "Insulation installation",
              "slug": "insulation-installation"
            },
            {
              "code": "3.3.02",
              "n": 2,
              "name": "Drywall hanging",
              "slug": "drywall-hanging"
            },
            {
              "code": "3.3.03",
              "n": 3,
              "name": "Taping and mudding",
              "slug": "taping-and-mudding"
            },
            {
              "code": "3.3.04",
              "n": 4,
              "name": "Sanding and patching",
              "slug": "sanding-and-patching"
            },
            {
              "code": "3.3.05",
              "n": 5,
              "name": "Painting and priming",
              "slug": "painting-and-priming"
            },
            {
              "code": "3.3.06",
              "n": 6,
              "name": "Caulking and sealing",
              "slug": "caulking-and-sealing"
            }
          ]
        },
        {
          "code": "3.4",
          "n": 4,
          "name": "Interior fit-out",
          "slug": "interior-fit-out",
          "subtasks": [
            {
              "code": "3.4.01",
              "n": 1,
              "name": "Tile setting and grouting",
              "slug": "tile-setting-and-grouting"
            },
            {
              "code": "3.4.02",
              "n": 2,
              "name": "Flooring installation (LVP, laminate, vinyl)",
              "slug": "flooring-installation-lvp-laminate-vinyl"
            },
            {
              "code": "3.4.03",
              "n": 3,
              "name": "Door and window fitting",
              "slug": "door-and-window-fitting"
            },
            {
              "code": "3.4.04",
              "n": 4,
              "name": "Trim and moulding installation",
              "slug": "trim-and-moulding-installation"
            },
            {
              "code": "3.4.05",
              "n": 5,
              "name": "Hardware and lockset fitting",
              "slug": "hardware-and-lockset-fitting"
            },
            {
              "code": "3.4.06",
              "n": 6,
              "name": "Ceiling grid and panel installation",
              "slug": "ceiling-grid-and-panel-installation"
            }
          ]
        },
        {
          "code": "3.5",
          "n": 5,
          "name": "Layout and measurement",
          "slug": "layout-and-measurement",
          "subtasks": [
            {
              "code": "3.5.01",
              "n": 1,
              "name": "Chalk line snapping and marking",
              "slug": "chalk-line-snapping-and-marking"
            },
            {
              "code": "3.5.02",
              "n": 2,
              "name": "Laser level setup and transfer",
              "slug": "laser-level-setup-and-transfer"
            },
            {
              "code": "3.5.03",
              "n": 3,
              "name": "Measuring, marking and cut-list preparation",
              "slug": "measuring-marking-and-cut-list-preparation"
            }
          ]
        }
      ]
    },
    {
      "id": "4",
      "sort_key": 4,
      "slug": "4-agriculture-farm-and-landscaping",
      "name": "Agriculture, Farm and Landscaping",
      "tier": 1,
      "status": "collecting",
      "description": "Open-field farms, polyhouses and nurseries, livestock units, and commercial landscaping crews. The task mix follows the crop calendar.",
      "diversity": "very_high",
      "counts": {
        "clusters": 6,
        "subtasks": 32
      },
      "clusters": [
        {
          "code": "4.1",
          "n": 1,
          "name": "Crop production",
          "slug": "crop-production",
          "subtasks": [
            {
              "code": "4.1.01",
              "n": 1,
              "name": "Planting and transplanting",
              "slug": "planting-and-transplanting"
            },
            {
              "code": "4.1.02",
              "n": 2,
              "name": "Seed tray filling and sowing",
              "slug": "seed-tray-filling-and-sowing"
            },
            {
              "code": "4.1.03",
              "n": 3,
              "name": "Weeding and bed preparation",
              "slug": "weeding-and-bed-preparation"
            },
            {
              "code": "4.1.04",
              "n": 4,
              "name": "Pruning, topping and trimming",
              "slug": "pruning-topping-and-trimming"
            },
            {
              "code": "4.1.05",
              "n": 5,
              "name": "Hand harvesting",
              "slug": "hand-harvesting"
            },
            {
              "code": "4.1.06",
              "n": 6,
              "name": "Crop sorting and grading",
              "slug": "crop-sorting-and-grading"
            },
            {
              "code": "4.1.07",
              "n": 7,
              "name": "Bunching, tying and packing",
              "slug": "bunching-tying-and-packing"
            }
          ]
        },
        {
          "code": "4.2",
          "n": 2,
          "name": "Irrigation and inputs",
          "slug": "irrigation-and-inputs",
          "subtasks": [
            {
              "code": "4.2.01",
              "n": 1,
              "name": "Irrigation setup and repair",
              "slug": "irrigation-setup-and-repair"
            },
            {
              "code": "4.2.02",
              "n": 2,
              "name": "Drip line laying and flushing",
              "slug": "drip-line-laying-and-flushing"
            },
            {
              "code": "4.2.03",
              "n": 3,
              "name": "Spraying and fertiliser application",
              "slug": "spraying-and-fertiliser-application"
            },
            {
              "code": "4.2.04",
              "n": 4,
              "name": "Mulching and ground cover laying",
              "slug": "mulching-and-ground-cover-laying"
            }
          ]
        },
        {
          "code": "4.3",
          "n": 3,
          "name": "Livestock handling",
          "slug": "livestock-handling",
          "subtasks": [
            {
              "code": "4.3.01",
              "n": 1,
              "name": "Feeding and watering rounds",
              "slug": "feeding-and-watering-rounds"
            },
            {
              "code": "4.3.02",
              "n": 2,
              "name": "Animal pen cleaning and waste removal",
              "slug": "animal-pen-cleaning-and-waste-removal"
            },
            {
              "code": "4.3.03",
              "n": 3,
              "name": "Bedding replacement",
              "slug": "bedding-replacement"
            },
            {
              "code": "4.3.04",
              "n": 4,
              "name": "Egg collection and candling",
              "slug": "egg-collection-and-candling"
            },
            {
              "code": "4.3.05",
              "n": 5,
              "name": "Milking preparation and cleanup",
              "slug": "milking-preparation-and-cleanup"
            }
          ]
        },
        {
          "code": "4.4",
          "n": 4,
          "name": "Greenhouse and nursery",
          "slug": "greenhouse-and-nursery",
          "subtasks": [
            {
              "code": "4.4.01",
              "n": 1,
              "name": "Greenhouse and nursery tending",
              "slug": "greenhouse-and-nursery-tending"
            },
            {
              "code": "4.4.02",
              "n": 2,
              "name": "Potting and repotting",
              "slug": "potting-and-repotting"
            },
            {
              "code": "4.4.03",
              "n": 3,
              "name": "Tray moving and plant spacing",
              "slug": "tray-moving-and-plant-spacing"
            },
            {
              "code": "4.4.04",
              "n": 4,
              "name": "Shade net and vent adjustment",
              "slug": "shade-net-and-vent-adjustment"
            },
            {
              "code": "4.4.05",
              "n": 5,
              "name": "Grafting and cutting preparation",
              "slug": "grafting-and-cutting-preparation"
            }
          ]
        },
        {
          "code": "4.5",
          "n": 5,
          "name": "Landscaping and grounds",
          "slug": "landscaping-and-grounds",
          "subtasks": [
            {
              "code": "4.5.01",
              "n": 1,
              "name": "Mowing and edging",
              "slug": "mowing-and-edging"
            },
            {
              "code": "4.5.02",
              "n": 2,
              "name": "Hedge and shrub trimming",
              "slug": "hedge-and-shrub-trimming"
            },
            {
              "code": "4.5.03",
              "n": 3,
              "name": "Leaf and debris blowing",
              "slug": "leaf-and-debris-blowing"
            },
            {
              "code": "4.5.04",
              "n": 4,
              "name": "Planting beds and shrubs",
              "slug": "planting-beds-and-shrubs"
            },
            {
              "code": "4.5.05",
              "n": 5,
              "name": "Sod laying and turf repair",
              "slug": "sod-laying-and-turf-repair"
            },
            {
              "code": "4.5.06",
              "n": 6,
              "name": "Hardscape and paver setting",
              "slug": "hardscape-and-paver-setting"
            },
            {
              "code": "4.5.07",
              "n": 7,
              "name": "Fence and gate repair",
              "slug": "fence-and-gate-repair"
            }
          ]
        },
        {
          "code": "4.6",
          "n": 6,
          "name": "Equipment and logistics",
          "slug": "equipment-and-logistics",
          "subtasks": [
            {
              "code": "4.6.01",
              "n": 1,
              "name": "Tractor and implement operation",
              "slug": "tractor-and-implement-operation"
            },
            {
              "code": "4.6.02",
              "n": 2,
              "name": "Field crate loading and hauling",
              "slug": "field-crate-loading-and-hauling"
            },
            {
              "code": "4.6.03",
              "n": 3,
              "name": "Equipment cleaning and maintenance",
              "slug": "equipment-cleaning-and-maintenance"
            },
            {
              "code": "4.6.04",
              "n": 4,
              "name": "Tool sharpening and servicing",
              "slug": "tool-sharpening-and-servicing"
            }
          ]
        }
      ]
    },
    {
      "id": "5",
      "sort_key": 5,
      "slug": "5-personal-care-and-grooming",
      "name": "Personal Care and Grooming",
      "tier": 2,
      "status": "collecting",
      "description": "Salons, barbershops and nail studios.",
      "diversity": "medium",
      "counts": {
        "clusters": 3,
        "subtasks": 13
      },
      "clusters": [
        {
          "code": "5.1",
          "n": 1,
          "name": "Hair services",
          "slug": "hair-services",
          "subtasks": [
            {
              "code": "5.1.01",
              "n": 1,
              "name": "Hair cutting and trimming",
              "slug": "hair-cutting-and-trimming"
            },
            {
              "code": "5.1.02",
              "n": 2,
              "name": "Hair washing and conditioning",
              "slug": "hair-washing-and-conditioning"
            },
            {
              "code": "5.1.03",
              "n": 3,
              "name": "Colour mixing and application",
              "slug": "colour-mixing-and-application"
            },
            {
              "code": "5.1.04",
              "n": 4,
              "name": "Blow-dry and styling",
              "slug": "blow-dry-and-styling"
            },
            {
              "code": "5.1.05",
              "n": 5,
              "name": "Beard trimming and shaving",
              "slug": "beard-trimming-and-shaving"
            },
            {
              "code": "5.1.06",
              "n": 6,
              "name": "Foil and cap sectioning",
              "slug": "foil-and-cap-sectioning"
            }
          ]
        },
        {
          "code": "5.2",
          "n": 2,
          "name": "Nail and beauty",
          "slug": "nail-and-beauty",
          "subtasks": [
            {
              "code": "5.2.01",
              "n": 1,
              "name": "Manicure and pedicure",
              "slug": "manicure-and-pedicure"
            },
            {
              "code": "5.2.02",
              "n": 2,
              "name": "Trolley and tray preparation",
              "slug": "trolley-and-tray-preparation"
            }
          ]
        },
        {
          "code": "5.3",
          "n": 3,
          "name": "Station hygiene",
          "slug": "station-hygiene",
          "subtasks": [
            {
              "code": "5.3.01",
              "n": 1,
              "name": "Tool sterilising and sanitising",
              "slug": "tool-sterilising-and-sanitising"
            },
            {
              "code": "5.3.02",
              "n": 2,
              "name": "Station cleaning and disinfection",
              "slug": "station-cleaning-and-disinfection"
            },
            {
              "code": "5.3.03",
              "n": 3,
              "name": "Towel laundry and folding",
              "slug": "towel-laundry-and-folding"
            },
            {
              "code": "5.3.04",
              "n": 4,
              "name": "Floor sweeping and hair disposal",
              "slug": "floor-sweeping-and-hair-disposal"
            },
            {
              "code": "5.3.05",
              "n": 5,
              "name": "Product and retail restocking",
              "slug": "product-and-retail-restocking"
            }
          ]
        }
      ]
    },
    {
      "id": "6",
      "sort_key": 6,
      "slug": "6-trade-service-plumbing-hvac-and-electrical",
      "name": "Trade Service — Plumbing, HVAC and Electrical",
      "tier": 1,
      "status": "collecting",
      "description": "Service vans and small trade contractors working in homes and commercial premises. Jobs are call-driven, so one session covers several unrelated tasks.",
      "diversity": "very_high",
      "counts": {
        "clusters": 4,
        "subtasks": 29
      },
      "clusters": [
        {
          "code": "6.1",
          "n": 1,
          "name": "Plumbing",
          "slug": "plumbing",
          "subtasks": [
            {
              "code": "6.1.01",
              "n": 1,
              "name": "Fixture installation (sink, toilet, faucet)",
              "slug": "fixture-installation-sink-toilet-faucet"
            },
            {
              "code": "6.1.02",
              "n": 2,
              "name": "Pipe cutting and soldering",
              "slug": "pipe-cutting-and-soldering"
            },
            {
              "code": "6.1.03",
              "n": 3,
              "name": "PEX crimping and fitting",
              "slug": "pex-crimping-and-fitting"
            },
            {
              "code": "6.1.04",
              "n": 4,
              "name": "Drain snaking and clearing",
              "slug": "drain-snaking-and-clearing"
            },
            {
              "code": "6.1.05",
              "n": 5,
              "name": "Valve and trap replacement",
              "slug": "valve-and-trap-replacement"
            },
            {
              "code": "6.1.06",
              "n": 6,
              "name": "Water heater replacement",
              "slug": "water-heater-replacement"
            },
            {
              "code": "6.1.07",
              "n": 7,
              "name": "Leak diagnosis and repair",
              "slug": "leak-diagnosis-and-repair"
            },
            {
              "code": "6.1.08",
              "n": 8,
              "name": "Pipe threading and joint sealing",
              "slug": "pipe-threading-and-joint-sealing"
            }
          ]
        },
        {
          "code": "6.2",
          "n": 2,
          "name": "HVAC",
          "slug": "hvac",
          "subtasks": [
            {
              "code": "6.2.01",
              "n": 1,
              "name": "HVAC equipment installation",
              "slug": "hvac-equipment-installation"
            },
            {
              "code": "6.2.02",
              "n": 2,
              "name": "Duct assembly and sealing",
              "slug": "duct-assembly-and-sealing"
            },
            {
              "code": "6.2.03",
              "n": 3,
              "name": "Filter swap and tune-up",
              "slug": "filter-swap-and-tune-up"
            },
            {
              "code": "6.2.04",
              "n": 4,
              "name": "Thermostat and control wiring",
              "slug": "thermostat-and-control-wiring"
            },
            {
              "code": "6.2.05",
              "n": 5,
              "name": "Refrigerant line brazing",
              "slug": "refrigerant-line-brazing"
            },
            {
              "code": "6.2.06",
              "n": 6,
              "name": "Condenser and coil cleaning",
              "slug": "condenser-and-coil-cleaning"
            },
            {
              "code": "6.2.07",
              "n": 7,
              "name": "Insulation wrapping and taping",
              "slug": "insulation-wrapping-and-taping"
            },
            {
              "code": "6.2.08",
              "n": 8,
              "name": "Vent, grille and register fitting",
              "slug": "vent-grille-and-register-fitting"
            }
          ]
        },
        {
          "code": "6.3",
          "n": 3,
          "name": "Electrical",
          "slug": "electrical",
          "subtasks": [
            {
              "code": "6.3.01",
              "n": 1,
              "name": "Outlet and switch wiring",
              "slug": "outlet-and-switch-wiring"
            },
            {
              "code": "6.3.02",
              "n": 2,
              "name": "Light fixture and fan mounting",
              "slug": "light-fixture-and-fan-mounting"
            },
            {
              "code": "6.3.03",
              "n": 3,
              "name": "Conduit bending and running",
              "slug": "conduit-bending-and-running"
            },
            {
              "code": "6.3.04",
              "n": 4,
              "name": "Cable pulling and stripping",
              "slug": "cable-pulling-and-stripping"
            },
            {
              "code": "6.3.05",
              "n": 5,
              "name": "Panel and breaker work",
              "slug": "panel-and-breaker-work"
            },
            {
              "code": "6.3.06",
              "n": 6,
              "name": "Junction box installation",
              "slug": "junction-box-installation"
            },
            {
              "code": "6.3.07",
              "n": 7,
              "name": "Circuit testing and metering",
              "slug": "circuit-testing-and-metering"
            },
            {
              "code": "6.3.08",
              "n": 8,
              "name": "Cable dressing and labelling",
              "slug": "cable-dressing-and-labelling"
            }
          ]
        },
        {
          "code": "6.4",
          "n": 4,
          "name": "Common service tasks",
          "slug": "common-service-tasks",
          "subtasks": [
            {
              "code": "6.4.01",
              "n": 1,
              "name": "Job setup, drop cloths and area protection",
              "slug": "job-setup-drop-cloths-and-area-protection"
            },
            {
              "code": "6.4.02",
              "n": 2,
              "name": "Tool bag and van stocking",
              "slug": "tool-bag-and-van-stocking"
            },
            {
              "code": "6.4.03",
              "n": 3,
              "name": "Cutting access holes and patching",
              "slug": "cutting-access-holes-and-patching"
            },
            {
              "code": "6.4.04",
              "n": 4,
              "name": "Fastening, drilling and anchoring",
              "slug": "fastening-drilling-and-anchoring"
            },
            {
              "code": "6.4.05",
              "n": 5,
              "name": "Post-job cleanup and handover",
              "slug": "post-job-cleanup-and-handover"
            }
          ]
        }
      ]
    },
    {
      "id": "7",
      "sort_key": 7,
      "slug": "7-hotel-and-lodging",
      "name": "Hotel and Lodging",
      "tier": 2,
      "status": "collecting",
      "description": "Hotel housekeeping, laundry and public-area teams.",
      "diversity": "medium",
      "counts": {
        "clusters": 3,
        "subtasks": 15
      },
      "clusters": [
        {
          "code": "7.1",
          "n": 1,
          "name": "Room turnover",
          "slug": "room-turnover",
          "subtasks": [
            {
              "code": "7.1.01",
              "n": 1,
              "name": "Housekeeping",
              "slug": "housekeeping"
            },
            {
              "code": "7.1.02",
              "n": 2,
              "name": "Bed making",
              "slug": "bed-making"
            },
            {
              "code": "7.1.03",
              "n": 3,
              "name": "Bathroom deep clean",
              "slug": "bathroom-deep-clean"
            },
            {
              "code": "7.1.04",
              "n": 4,
              "name": "Amenity restocking",
              "slug": "amenity-restocking"
            },
            {
              "code": "7.1.05",
              "n": 5,
              "name": "Minibar restocking",
              "slug": "minibar-restocking"
            },
            {
              "code": "7.1.06",
              "n": 6,
              "name": "Room turnover and inspection",
              "slug": "room-turnover-and-inspection"
            }
          ]
        },
        {
          "code": "7.2",
          "n": 2,
          "name": "Laundry",
          "slug": "laundry",
          "subtasks": [
            {
              "code": "7.2.01",
              "n": 1,
              "name": "Soiled-linen sorting and loading",
              "slug": "soiled-linen-sorting-and-loading"
            },
            {
              "code": "7.2.02",
              "n": 2,
              "name": "Industrial washer and dryer operation",
              "slug": "industrial-washer-and-dryer-operation"
            },
            {
              "code": "7.2.03",
              "n": 3,
              "name": "Ironing and folding",
              "slug": "ironing-and-folding"
            }
          ]
        },
        {
          "code": "7.3",
          "n": 3,
          "name": "Public areas and support",
          "slug": "public-areas-and-support",
          "subtasks": [
            {
              "code": "7.3.01",
              "n": 1,
              "name": "Lobby and common-area cleaning",
              "slug": "lobby-and-common-area-cleaning"
            },
            {
              "code": "7.3.02",
              "n": 2,
              "name": "Vacuuming and floor care",
              "slug": "vacuuming-and-floor-care"
            },
            {
              "code": "7.3.03",
              "n": 3,
              "name": "Window and mirror cleaning",
              "slug": "window-and-mirror-cleaning"
            },
            {
              "code": "7.3.04",
              "n": 4,
              "name": "Pool and spa maintenance",
              "slug": "pool-and-spa-maintenance"
            },
            {
              "code": "7.3.05",
              "n": 5,
              "name": "Luggage handling",
              "slug": "luggage-handling"
            },
            {
              "code": "7.3.06",
              "n": 6,
              "name": "Trolley loading and restocking",
              "slug": "trolley-loading-and-restocking"
            }
          ]
        }
      ]
    },
    {
      "id": "8A",
      "sort_key": 8.1,
      "slug": "8a-auto-service",
      "name": "Auto Service",
      "tier": 1,
      "status": "collecting",
      "description": "Independent workshops, multi-brand service centres and dealership bays.",
      "diversity": "high",
      "counts": {
        "clusters": 4,
        "subtasks": 22
      },
      "clusters": [
        {
          "code": "8A.1",
          "n": 1,
          "name": "Routine maintenance",
          "slug": "routine-maintenance",
          "subtasks": [
            {
              "code": "8A.1.01",
              "n": 1,
              "name": "Oil and fluid change",
              "slug": "oil-and-fluid-change"
            },
            {
              "code": "8A.1.02",
              "n": 2,
              "name": "Filter replacement (oil, air, cabin)",
              "slug": "filter-replacement-oil-air-cabin"
            },
            {
              "code": "8A.1.03",
              "n": 3,
              "name": "Fluid top-up and flush",
              "slug": "fluid-top-up-and-flush"
            },
            {
              "code": "8A.1.04",
              "n": 4,
              "name": "Battery test and replacement",
              "slug": "battery-test-and-replacement"
            },
            {
              "code": "8A.1.05",
              "n": 5,
              "name": "Spark plug and ignition service",
              "slug": "spark-plug-and-ignition-service"
            },
            {
              "code": "8A.1.06",
              "n": 6,
              "name": "Belt and hose replacement",
              "slug": "belt-and-hose-replacement"
            },
            {
              "code": "8A.1.07",
              "n": 7,
              "name": "Headlight and bulb replacement",
              "slug": "headlight-and-bulb-replacement"
            },
            {
              "code": "8A.1.08",
              "n": 8,
              "name": "Wiper blade replacement",
              "slug": "wiper-blade-replacement"
            }
          ]
        },
        {
          "code": "8A.2",
          "n": 2,
          "name": "Brakes and suspension",
          "slug": "brakes-and-suspension",
          "subtasks": [
            {
              "code": "8A.2.01",
              "n": 1,
              "name": "Brake pad and rotor service",
              "slug": "brake-pad-and-rotor-service"
            },
            {
              "code": "8A.2.02",
              "n": 2,
              "name": "Caliper service and reseating",
              "slug": "caliper-service-and-reseating"
            },
            {
              "code": "8A.2.03",
              "n": 3,
              "name": "Brake bleeding",
              "slug": "brake-bleeding"
            },
            {
              "code": "8A.2.04",
              "n": 4,
              "name": "Shock and strut replacement",
              "slug": "shock-and-strut-replacement"
            },
            {
              "code": "8A.2.05",
              "n": 5,
              "name": "Bush and link replacement",
              "slug": "bush-and-link-replacement"
            }
          ]
        },
        {
          "code": "8A.3",
          "n": 3,
          "name": "Diagnostics and teardown",
          "slug": "diagnostics-and-teardown",
          "subtasks": [
            {
              "code": "8A.3.01",
              "n": 1,
              "name": "Vehicle lift and jack setup",
              "slug": "vehicle-lift-and-jack-setup"
            },
            {
              "code": "8A.3.02",
              "n": 2,
              "name": "Wheel removal and refitting",
              "slug": "wheel-removal-and-refitting"
            },
            {
              "code": "8A.3.03",
              "n": 3,
              "name": "Panel, cover and shield removal",
              "slug": "panel-cover-and-shield-removal"
            },
            {
              "code": "8A.3.04",
              "n": 4,
              "name": "Scan tool hookup and readout",
              "slug": "scan-tool-hookup-and-readout"
            },
            {
              "code": "8A.3.05",
              "n": 5,
              "name": "Undercarriage inspection",
              "slug": "undercarriage-inspection"
            }
          ]
        },
        {
          "code": "8A.4",
          "n": 4,
          "name": "Bay operations",
          "slug": "bay-operations",
          "subtasks": [
            {
              "code": "8A.4.01",
              "n": 1,
              "name": "Parts staging and matching",
              "slug": "parts-staging-and-matching"
            },
            {
              "code": "8A.4.02",
              "n": 2,
              "name": "Waste oil and fluid handling",
              "slug": "waste-oil-and-fluid-handling"
            },
            {
              "code": "8A.4.03",
              "n": 3,
              "name": "Bay cleanup and spill absorbent use",
              "slug": "bay-cleanup-and-spill-absorbent-use"
            },
            {
              "code": "8A.4.04",
              "n": 4,
              "name": "Tool trolley organisation",
              "slug": "tool-trolley-organisation"
            }
          ]
        }
      ]
    },
    {
      "id": "8B",
      "sort_key": 8.2,
      "slug": "8b-tyre-shop-and-car-wash",
      "name": "Tyre Shop and Car Wash",
      "tier": 1,
      "status": "collecting",
      "description": "Tyre retailers, puncture and alignment shops, hand-wash and detailing bays.",
      "diversity": "medium",
      "counts": {
        "clusters": 4,
        "subtasks": 23
      },
      "clusters": [
        {
          "code": "8B.1",
          "n": 1,
          "name": "Tyre service",
          "slug": "tyre-service",
          "subtasks": [
            {
              "code": "8B.1.01",
              "n": 1,
              "name": "Tyre dismount and mount",
              "slug": "tyre-dismount-and-mount"
            },
            {
              "code": "8B.1.02",
              "n": 2,
              "name": "Bead breaking and lubrication",
              "slug": "bead-breaking-and-lubrication"
            },
            {
              "code": "8B.1.03",
              "n": 3,
              "name": "Wheel balancing",
              "slug": "wheel-balancing"
            },
            {
              "code": "8B.1.04",
              "n": 4,
              "name": "Tyre rotation",
              "slug": "tyre-rotation"
            },
            {
              "code": "8B.1.05",
              "n": 5,
              "name": "Pressure check and inflation",
              "slug": "pressure-check-and-inflation"
            },
            {
              "code": "8B.1.06",
              "n": 6,
              "name": "Valve stem replacement",
              "slug": "valve-stem-replacement"
            },
            {
              "code": "8B.1.07",
              "n": 7,
              "name": "Puncture repair — plug and patch",
              "slug": "puncture-repair-plug-and-patch"
            },
            {
              "code": "8B.1.08",
              "n": 8,
              "name": "TPMS reset and sensor fitting",
              "slug": "tpms-reset-and-sensor-fitting"
            },
            {
              "code": "8B.1.09",
              "n": 9,
              "name": "Wheel torque sequence",
              "slug": "wheel-torque-sequence"
            }
          ]
        },
        {
          "code": "8B.2",
          "n": 2,
          "name": "Wash line",
          "slug": "wash-line",
          "subtasks": [
            {
              "code": "8B.2.01",
              "n": 1,
              "name": "Pre-soak and chemical application",
              "slug": "pre-soak-and-chemical-application"
            },
            {
              "code": "8B.2.02",
              "n": 2,
              "name": "Hand wash and mitt work",
              "slug": "hand-wash-and-mitt-work"
            },
            {
              "code": "8B.2.03",
              "n": 3,
              "name": "Wheel and tyre scrubbing",
              "slug": "wheel-and-tyre-scrubbing"
            },
            {
              "code": "8B.2.04",
              "n": 4,
              "name": "Hand drying and buffing",
              "slug": "hand-drying-and-buffing"
            },
            {
              "code": "8B.2.05",
              "n": 5,
              "name": "Wheel and tyre dressing",
              "slug": "wheel-and-tyre-dressing"
            },
            {
              "code": "8B.2.06",
              "n": 6,
              "name": "Glass and mirror cleaning",
              "slug": "glass-and-mirror-cleaning"
            }
          ]
        },
        {
          "code": "8B.3",
          "n": 3,
          "name": "Interior detailing",
          "slug": "interior-detailing",
          "subtasks": [
            {
              "code": "8B.3.01",
              "n": 1,
              "name": "Interior vacuuming",
              "slug": "interior-vacuuming"
            },
            {
              "code": "8B.3.02",
              "n": 2,
              "name": "Mat removal, cleaning and refitting",
              "slug": "mat-removal-cleaning-and-refitting"
            },
            {
              "code": "8B.3.03",
              "n": 3,
              "name": "Dashboard and console wiping",
              "slug": "dashboard-and-console-wiping"
            },
            {
              "code": "8B.3.04",
              "n": 4,
              "name": "Trim dressing and polishing",
              "slug": "trim-dressing-and-polishing"
            },
            {
              "code": "8B.3.05",
              "n": 5,
              "name": "Seat and upholstery cleaning",
              "slug": "seat-and-upholstery-cleaning"
            }
          ]
        },
        {
          "code": "8B.4",
          "n": 4,
          "name": "Support operations",
          "slug": "support-operations",
          "subtasks": [
            {
              "code": "8B.4.01",
              "n": 1,
              "name": "Hose and equipment reel handling",
              "slug": "hose-and-equipment-reel-handling"
            },
            {
              "code": "8B.4.02",
              "n": 2,
              "name": "Chemical dilution and refill",
              "slug": "chemical-dilution-and-refill"
            },
            {
              "code": "8B.4.03",
              "n": 3,
              "name": "Bay drainage and floor cleaning",
              "slug": "bay-drainage-and-floor-cleaning"
            }
          ]
        }
      ]
    },
    {
      "id": "9",
      "sort_key": 9,
      "slug": "9-carpentry-and-furniture-workshop",
      "name": "Carpentry and Furniture Workshop",
      "tier": 1,
      "status": "collecting",
      "description": "Bespoke furniture makers, modular kitchen and wardrobe workshops, and joinery shops.",
      "diversity": "high",
      "counts": {
        "clusters": 6,
        "subtasks": 29
      },
      "clusters": [
        {
          "code": "9.1",
          "n": 1,
          "name": "Layout and cutting",
          "slug": "layout-and-cutting",
          "subtasks": [
            {
              "code": "9.1.01",
              "n": 1,
              "name": "Measuring and marking out",
              "slug": "measuring-and-marking-out"
            },
            {
              "code": "9.1.02",
              "n": 2,
              "name": "Cut-list preparation",
              "slug": "cut-list-preparation"
            },
            {
              "code": "9.1.03",
              "n": 3,
              "name": "Stock cutting (table and mitre saw)",
              "slug": "stock-cutting-table-and-mitre-saw"
            },
            {
              "code": "9.1.04",
              "n": 4,
              "name": "Sheet goods breakdown",
              "slug": "sheet-goods-breakdown"
            },
            {
              "code": "9.1.05",
              "n": 5,
              "name": "Jointing and planing",
              "slug": "jointing-and-planing"
            }
          ]
        },
        {
          "code": "9.2",
          "n": 2,
          "name": "Shaping and joinery",
          "slug": "shaping-and-joinery",
          "subtasks": [
            {
              "code": "9.2.01",
              "n": 1,
              "name": "Routing and edge profiling",
              "slug": "routing-and-edge-profiling"
            },
            {
              "code": "9.2.02",
              "n": 2,
              "name": "Drilling and doweling",
              "slug": "drilling-and-doweling"
            },
            {
              "code": "9.2.03",
              "n": 3,
              "name": "Mortise and tenon cutting",
              "slug": "mortise-and-tenon-cutting"
            },
            {
              "code": "9.2.04",
              "n": 4,
              "name": "Dado and rabbet cutting",
              "slug": "dado-and-rabbet-cutting"
            },
            {
              "code": "9.2.05",
              "n": 5,
              "name": "Biscuit and domino joinery",
              "slug": "biscuit-and-domino-joinery"
            }
          ]
        },
        {
          "code": "9.3",
          "n": 3,
          "name": "Assembly",
          "slug": "assembly",
          "subtasks": [
            {
              "code": "9.3.01",
              "n": 1,
              "name": "Clamping and glue-up",
              "slug": "clamping-and-glue-up"
            },
            {
              "code": "9.3.02",
              "n": 2,
              "name": "Furniture assembly",
              "slug": "furniture-assembly"
            },
            {
              "code": "9.3.03",
              "n": 3,
              "name": "Hardware installation",
              "slug": "hardware-installation"
            },
            {
              "code": "9.3.04",
              "n": 4,
              "name": "Hinge and drawer fitting",
              "slug": "hinge-and-drawer-fitting"
            },
            {
              "code": "9.3.05",
              "n": 5,
              "name": "Drawer slide alignment",
              "slug": "drawer-slide-alignment"
            },
            {
              "code": "9.3.06",
              "n": 6,
              "name": "Knock-down fitting assembly",
              "slug": "knock-down-fitting-assembly"
            }
          ]
        },
        {
          "code": "9.4",
          "n": 4,
          "name": "Surface and finish",
          "slug": "surface-and-finish",
          "subtasks": [
            {
              "code": "9.4.01",
              "n": 1,
              "name": "Sanding and surface preparation",
              "slug": "sanding-and-surface-preparation"
            },
            {
              "code": "9.4.02",
              "n": 2,
              "name": "Filling, patching and grain filling",
              "slug": "filling-patching-and-grain-filling"
            },
            {
              "code": "9.4.03",
              "n": 3,
              "name": "Staining and finishing",
              "slug": "staining-and-finishing"
            },
            {
              "code": "9.4.04",
              "n": 4,
              "name": "Spray and brush lacquering",
              "slug": "spray-and-brush-lacquering"
            },
            {
              "code": "9.4.05",
              "n": 5,
              "name": "Veneer lamination and pressing",
              "slug": "veneer-lamination-and-pressing"
            },
            {
              "code": "9.4.06",
              "n": 6,
              "name": "Buffing and waxing",
              "slug": "buffing-and-waxing"
            }
          ]
        },
        {
          "code": "9.5",
          "n": 5,
          "name": "Upholstery and soft goods",
          "slug": "upholstery-and-soft-goods",
          "subtasks": [
            {
              "code": "9.5.01",
              "n": 1,
              "name": "Foam cutting and padding",
              "slug": "foam-cutting-and-padding"
            },
            {
              "code": "9.5.02",
              "n": 2,
              "name": "Fabric stapling and tacking",
              "slug": "fabric-stapling-and-tacking"
            },
            {
              "code": "9.5.03",
              "n": 3,
              "name": "Webbing and spring work",
              "slug": "webbing-and-spring-work"
            }
          ]
        },
        {
          "code": "9.6",
          "n": 6,
          "name": "Shop operations",
          "slug": "shop-operations",
          "subtasks": [
            {
              "code": "9.6.01",
              "n": 1,
              "name": "Workshop cleanup and offcut sorting",
              "slug": "workshop-cleanup-and-offcut-sorting"
            },
            {
              "code": "9.6.02",
              "n": 2,
              "name": "Dust collection emptying",
              "slug": "dust-collection-emptying"
            },
            {
              "code": "9.6.03",
              "n": 3,
              "name": "Blade and bit changes",
              "slug": "blade-and-bit-changes"
            },
            {
              "code": "9.6.04",
              "n": 4,
              "name": "Jig and fixture setup",
              "slug": "jig-and-fixture-setup"
            }
          ]
        }
      ]
    },
    {
      "id": "10",
      "sort_key": 10,
      "slug": "10-restaurant-and-commercial-kitchen",
      "name": "Restaurant and Commercial Kitchen",
      "tier": 1,
      "status": "collecting",
      "description": "Quick-service, casual-dining, cloud, catering and institutional kitchens.",
      "diversity": "very_high",
      "counts": {
        "clusters": 6,
        "subtasks": 29
      },
      "clusters": [
        {
          "code": "10.1",
          "n": 1,
          "name": "Preparation",
          "slug": "preparation",
          "subtasks": [
            {
              "code": "10.1.01",
              "n": 1,
              "name": "Vegetable washing and chopping",
              "slug": "vegetable-washing-and-chopping"
            },
            {
              "code": "10.1.02",
              "n": 2,
              "name": "Protein trimming and portioning",
              "slug": "protein-trimming-and-portioning"
            },
            {
              "code": "10.1.03",
              "n": 3,
              "name": "Dough and batter mixing",
              "slug": "dough-and-batter-mixing"
            },
            {
              "code": "10.1.04",
              "n": 4,
              "name": "Sauce and stock preparation",
              "slug": "sauce-and-stock-preparation"
            },
            {
              "code": "10.1.05",
              "n": 5,
              "name": "Marinating and seasoning",
              "slug": "marinating-and-seasoning"
            },
            {
              "code": "10.1.06",
              "n": 6,
              "name": "Mise en place setup",
              "slug": "mise-en-place-setup"
            }
          ]
        },
        {
          "code": "10.2",
          "n": 2,
          "name": "Service line",
          "slug": "service-line",
          "subtasks": [
            {
              "code": "10.2.01",
              "n": 1,
              "name": "Line setup and breakdown",
              "slug": "line-setup-and-breakdown"
            },
            {
              "code": "10.2.02",
              "n": 2,
              "name": "Line cooking (grill, sauté, fry)",
              "slug": "line-cooking-grill-saute-fry"
            },
            {
              "code": "10.2.03",
              "n": 3,
              "name": "Tandoor and oven work",
              "slug": "tandoor-and-oven-work"
            },
            {
              "code": "10.2.04",
              "n": 4,
              "name": "Plating and garnishing",
              "slug": "plating-and-garnishing"
            },
            {
              "code": "10.2.05",
              "n": 5,
              "name": "Expo and ticket handling",
              "slug": "expo-and-ticket-handling"
            },
            {
              "code": "10.2.06",
              "n": 6,
              "name": "Meal portioning and takeaway packaging",
              "slug": "meal-portioning-and-takeaway-packaging"
            }
          ]
        },
        {
          "code": "10.3",
          "n": 3,
          "name": "Beverage station",
          "slug": "beverage-station",
          "subtasks": [
            {
              "code": "10.3.01",
              "n": 1,
              "name": "Beverage and coffee station preparation",
              "slug": "beverage-and-coffee-station-preparation"
            },
            {
              "code": "10.3.02",
              "n": 2,
              "name": "Espresso machine operation",
              "slug": "espresso-machine-operation"
            },
            {
              "code": "10.3.03",
              "n": 3,
              "name": "Juice and syrup refill",
              "slug": "juice-and-syrup-refill"
            },
            {
              "code": "10.3.04",
              "n": 4,
              "name": "Bar prep and garnish cutting",
              "slug": "bar-prep-and-garnish-cutting"
            }
          ]
        },
        {
          "code": "10.4",
          "n": 4,
          "name": "Dishwashing and sanitation",
          "slug": "dishwashing-and-sanitation",
          "subtasks": [
            {
              "code": "10.4.01",
              "n": 1,
              "name": "Dishwashing and pot scrubbing",
              "slug": "dishwashing-and-pot-scrubbing"
            },
            {
              "code": "10.4.02",
              "n": 2,
              "name": "Dish machine loading and racking",
              "slug": "dish-machine-loading-and-racking"
            },
            {
              "code": "10.4.03",
              "n": 3,
              "name": "Kitchen deep clean",
              "slug": "kitchen-deep-clean"
            },
            {
              "code": "10.4.04",
              "n": 4,
              "name": "Grill and fryer cleaning",
              "slug": "grill-and-fryer-cleaning"
            },
            {
              "code": "10.4.05",
              "n": 5,
              "name": "Hood and filter cleaning",
              "slug": "hood-and-filter-cleaning"
            },
            {
              "code": "10.4.06",
              "n": 6,
              "name": "Floor scrubbing and drain cleaning",
              "slug": "floor-scrubbing-and-drain-cleaning"
            }
          ]
        },
        {
          "code": "10.5",
          "n": 5,
          "name": "Stores and receiving",
          "slug": "stores-and-receiving",
          "subtasks": [
            {
              "code": "10.5.01",
              "n": 1,
              "name": "Delivery unloading and put-away",
              "slug": "delivery-unloading-and-put-away"
            },
            {
              "code": "10.5.02",
              "n": 2,
              "name": "Walk-in stocking and FIFO rotation",
              "slug": "walk-in-stocking-and-fifo-rotation"
            },
            {
              "code": "10.5.03",
              "n": 3,
              "name": "Dry-store organisation",
              "slug": "dry-store-organisation"
            },
            {
              "code": "10.5.04",
              "n": 4,
              "name": "Temperature checks and logging",
              "slug": "temperature-checks-and-logging"
            },
            {
              "code": "10.5.05",
              "n": 5,
              "name": "Trash and recycling removal",
              "slug": "trash-and-recycling-removal"
            }
          ]
        },
        {
          "code": "10.6",
          "n": 6,
          "name": "Tool care",
          "slug": "tool-care",
          "subtasks": [
            {
              "code": "10.6.01",
              "n": 1,
              "name": "Knife sharpening and honing",
              "slug": "knife-sharpening-and-honing"
            },
            {
              "code": "10.6.02",
              "n": 2,
              "name": "Equipment disassembly and reassembly",
              "slug": "equipment-disassembly-and-reassembly"
            }
          ]
        }
      ]
    },
    {
      "id": "11",
      "sort_key": 11,
      "slug": "11-commercial-cleaning-and-janitorial",
      "name": "Commercial Cleaning and Janitorial",
      "tier": 1,
      "status": "collecting",
      "description": "Contract cleaning crews in offices, malls, hospitals, schools and event venues.",
      "diversity": "high",
      "counts": {
        "clusters": 6,
        "subtasks": 25
      },
      "clusters": [
        {
          "code": "11.1",
          "n": 1,
          "name": "Restroom sanitation",
          "slug": "restroom-sanitation",
          "subtasks": [
            {
              "code": "11.1.01",
              "n": 1,
              "name": "Restroom restock and disinfection",
              "slug": "restroom-restock-and-disinfection"
            },
            {
              "code": "11.1.02",
              "n": 2,
              "name": "Event restroom sanitation",
              "slug": "event-restroom-sanitation"
            },
            {
              "code": "11.1.03",
              "n": 3,
              "name": "Toilet and urinal scrubbing",
              "slug": "toilet-and-urinal-scrubbing"
            },
            {
              "code": "11.1.04",
              "n": 4,
              "name": "Mirror and fixture polishing",
              "slug": "mirror-and-fixture-polishing"
            },
            {
              "code": "11.1.05",
              "n": 5,
              "name": "Drain clearing and cleanup",
              "slug": "drain-clearing-and-cleanup"
            }
          ]
        },
        {
          "code": "11.2",
          "n": 2,
          "name": "Floor care",
          "slug": "floor-care",
          "subtasks": [
            {
              "code": "11.2.01",
              "n": 1,
              "name": "Sweeping and mopping",
              "slug": "sweeping-and-mopping"
            },
            {
              "code": "11.2.02",
              "n": 2,
              "name": "Vacuuming and edge detailing",
              "slug": "vacuuming-and-edge-detailing"
            },
            {
              "code": "11.2.03",
              "n": 3,
              "name": "Floor stripping and waxing",
              "slug": "floor-stripping-and-waxing"
            },
            {
              "code": "11.2.04",
              "n": 4,
              "name": "Burnishing and buffing",
              "slug": "burnishing-and-buffing"
            },
            {
              "code": "11.2.05",
              "n": 5,
              "name": "Carpet extraction",
              "slug": "carpet-extraction"
            },
            {
              "code": "11.2.06",
              "n": 6,
              "name": "Spot and stain treatment",
              "slug": "spot-and-stain-treatment"
            }
          ]
        },
        {
          "code": "11.3",
          "n": 3,
          "name": "Surface cleaning",
          "slug": "surface-cleaning",
          "subtasks": [
            {
              "code": "11.3.01",
              "n": 1,
              "name": "High-touch surface wiping",
              "slug": "high-touch-surface-wiping"
            },
            {
              "code": "11.3.02",
              "n": 2,
              "name": "Dusting and vent cleaning",
              "slug": "dusting-and-vent-cleaning"
            },
            {
              "code": "11.3.03",
              "n": 3,
              "name": "Window and glass cleaning",
              "slug": "window-and-glass-cleaning"
            },
            {
              "code": "11.3.04",
              "n": 4,
              "name": "Desk and workstation wipe-down",
              "slug": "desk-and-workstation-wipe-down"
            },
            {
              "code": "11.3.05",
              "n": 5,
              "name": "Furniture and upholstery cleaning",
              "slug": "furniture-and-upholstery-cleaning"
            }
          ]
        },
        {
          "code": "11.4",
          "n": 4,
          "name": "Waste handling",
          "slug": "waste-handling",
          "subtasks": [
            {
              "code": "11.4.01",
              "n": 1,
              "name": "Waste collection and bin liner changes",
              "slug": "waste-collection-and-bin-liner-changes"
            },
            {
              "code": "11.4.02",
              "n": 2,
              "name": "Recycling separation",
              "slug": "recycling-separation"
            },
            {
              "code": "11.4.03",
              "n": 3,
              "name": "Compactor and dumpster runs",
              "slug": "compactor-and-dumpster-runs"
            }
          ]
        },
        {
          "code": "11.5",
          "n": 5,
          "name": "Exterior and specialty",
          "slug": "exterior-and-specialty",
          "subtasks": [
            {
              "code": "11.5.01",
              "n": 1,
              "name": "Pressure washing",
              "slug": "pressure-washing"
            },
            {
              "code": "11.5.02",
              "n": 2,
              "name": "Entryway and mat care",
              "slug": "entryway-and-mat-care"
            },
            {
              "code": "11.5.03",
              "n": 3,
              "name": "Sidewalk and forecourt sweeping",
              "slug": "sidewalk-and-forecourt-sweeping"
            }
          ]
        },
        {
          "code": "11.6",
          "n": 6,
          "name": "Supply and equipment",
          "slug": "supply-and-equipment",
          "subtasks": [
            {
              "code": "11.6.01",
              "n": 1,
              "name": "Supply cart restocking",
              "slug": "supply-cart-restocking"
            },
            {
              "code": "11.6.02",
              "n": 2,
              "name": "Chemical dilution and labelling",
              "slug": "chemical-dilution-and-labelling"
            },
            {
              "code": "11.6.03",
              "n": 3,
              "name": "Machine setup, emptying and cleaning",
              "slug": "machine-setup-emptying-and-cleaning"
            }
          ]
        }
      ]
    },
    {
      "id": "12",
      "sort_key": 12,
      "slug": "12-food-and-beverage-manufacturing",
      "name": "Food and Beverage Manufacturing",
      "tier": 2,
      "status": "collecting",
      "description": "Packaged food and beverage plants. Filming is timed to production runs.",
      "diversity": "medium",
      "counts": {
        "clusters": 3,
        "subtasks": 13
      },
      "clusters": [
        {
          "code": "12.1",
          "n": 1,
          "name": "Production line",
          "slug": "production-line",
          "subtasks": [
            {
              "code": "12.1.01",
              "n": 1,
              "name": "Production line operation",
              "slug": "production-line-operation"
            },
            {
              "code": "12.1.02",
              "n": 2,
              "name": "Mixing and blending",
              "slug": "mixing-and-blending"
            },
            {
              "code": "12.1.03",
              "n": 3,
              "name": "Filling and capping",
              "slug": "filling-and-capping"
            },
            {
              "code": "12.1.04",
              "n": 4,
              "name": "Conveyor clearing and jam handling",
              "slug": "conveyor-clearing-and-jam-handling"
            },
            {
              "code": "12.1.05",
              "n": 5,
              "name": "Equipment changeover and assembly",
              "slug": "equipment-changeover-and-assembly"
            }
          ]
        },
        {
          "code": "12.2",
          "n": 2,
          "name": "Batching and packing",
          "slug": "batching-and-packing",
          "subtasks": [
            {
              "code": "12.2.01",
              "n": 1,
              "name": "Ingredient weighing and batching",
              "slug": "ingredient-weighing-and-batching"
            },
            {
              "code": "12.2.02",
              "n": 2,
              "name": "Packaging and sealing",
              "slug": "packaging-and-sealing"
            },
            {
              "code": "12.2.03",
              "n": 3,
              "name": "Labelling and date coding",
              "slug": "labelling-and-date-coding"
            },
            {
              "code": "12.2.04",
              "n": 4,
              "name": "Tray and carton loading",
              "slug": "tray-and-carton-loading"
            },
            {
              "code": "12.2.05",
              "n": 5,
              "name": "Palletising and shrink wrapping",
              "slug": "palletising-and-shrink-wrapping"
            }
          ]
        },
        {
          "code": "12.3",
          "n": 3,
          "name": "Quality and hygiene",
          "slug": "quality-and-hygiene",
          "subtasks": [
            {
              "code": "12.3.01",
              "n": 1,
              "name": "QA and foreign-object inspection",
              "slug": "qa-and-foreign-object-inspection"
            },
            {
              "code": "12.3.02",
              "n": 2,
              "name": "Sample collection and testing",
              "slug": "sample-collection-and-testing"
            },
            {
              "code": "12.3.03",
              "n": 3,
              "name": "Sanitation washdown",
              "slug": "sanitation-washdown"
            }
          ]
        }
      ]
    },
    {
      "id": "13",
      "sort_key": 13,
      "slug": "13-warehouse-and-distribution",
      "name": "Warehouse and Distribution",
      "tier": 2,
      "status": "collecting",
      "description": "3PL warehouses, e-commerce fulfilment centres and distribution hubs.",
      "diversity": "low",
      "counts": {
        "clusters": 3,
        "subtasks": 13
      },
      "clusters": [
        {
          "code": "13.1",
          "n": 1,
          "name": "Inbound",
          "slug": "inbound",
          "subtasks": [
            {
              "code": "13.1.01",
              "n": 1,
              "name": "Receiving and unloading",
              "slug": "receiving-and-unloading"
            },
            {
              "code": "13.1.02",
              "n": 2,
              "name": "Put-away and replenishment",
              "slug": "put-away-and-replenishment"
            },
            {
              "code": "13.1.03",
              "n": 3,
              "name": "Damaged-goods repackaging",
              "slug": "damaged-goods-repackaging"
            },
            {
              "code": "13.1.04",
              "n": 4,
              "name": "Scanning and manifest checking",
              "slug": "scanning-and-manifest-checking"
            }
          ]
        },
        {
          "code": "13.2",
          "n": 2,
          "name": "Outbound",
          "slug": "outbound",
          "subtasks": [
            {
              "code": "13.2.01",
              "n": 1,
              "name": "Order picking",
              "slug": "order-picking"
            },
            {
              "code": "13.2.02",
              "n": 2,
              "name": "Packing and labelling",
              "slug": "packing-and-labelling"
            },
            {
              "code": "13.2.03",
              "n": 3,
              "name": "Carton taping and sealing",
              "slug": "carton-taping-and-sealing"
            },
            {
              "code": "13.2.04",
              "n": 4,
              "name": "Pallet wrapping and strapping",
              "slug": "pallet-wrapping-and-strapping"
            },
            {
              "code": "13.2.05",
              "n": 5,
              "name": "Sorting and carrier staging",
              "slug": "sorting-and-carrier-staging"
            },
            {
              "code": "13.2.06",
              "n": 6,
              "name": "Loading outbound trucks",
              "slug": "loading-outbound-trucks"
            }
          ]
        },
        {
          "code": "13.3",
          "n": 3,
          "name": "Inventory",
          "slug": "inventory",
          "subtasks": [
            {
              "code": "13.3.01",
              "n": 1,
              "name": "Cycle counting and inventory",
              "slug": "cycle-counting-and-inventory"
            },
            {
              "code": "13.3.02",
              "n": 2,
              "name": "Returns processing",
              "slug": "returns-processing"
            },
            {
              "code": "13.3.03",
              "n": 3,
              "name": "Tote and bin handling",
              "slug": "tote-and-bin-handling"
            }
          ]
        }
      ]
    },
    {
      "id": "14",
      "sort_key": 14,
      "slug": "14-plastic-and-light-assembly",
      "name": "Plastic and Light Assembly",
      "tier": 2,
      "status": "collecting",
      "description": "Injection moulding units and small-component assembly lines.",
      "diversity": "medium",
      "counts": {
        "clusters": 3,
        "subtasks": 14
      },
      "clusters": [
        {
          "code": "14.1",
          "n": 1,
          "name": "Machine tending",
          "slug": "machine-tending",
          "subtasks": [
            {
              "code": "14.1.01",
              "n": 1,
              "name": "Injection-moulding machine tending",
              "slug": "injection-moulding-machine-tending"
            },
            {
              "code": "14.1.02",
              "n": 2,
              "name": "Press and jig operation",
              "slug": "press-and-jig-operation"
            },
            {
              "code": "14.1.03",
              "n": 3,
              "name": "Mould insert changing",
              "slug": "mould-insert-changing"
            },
            {
              "code": "14.1.04",
              "n": 4,
              "name": "Heat staking and ultrasonic welding",
              "slug": "heat-staking-and-ultrasonic-welding"
            }
          ]
        },
        {
          "code": "14.2",
          "n": 2,
          "name": "Assembly",
          "slug": "assembly",
          "subtasks": [
            {
              "code": "14.2.01",
              "n": 1,
              "name": "Light manufacturing and assembly",
              "slug": "light-manufacturing-and-assembly"
            },
            {
              "code": "14.2.02",
              "n": 2,
              "name": "Plastic chair manufacturing",
              "slug": "plastic-chair-manufacturing"
            },
            {
              "code": "14.2.03",
              "n": 3,
              "name": "Component sorting and kitting",
              "slug": "component-sorting-and-kitting"
            },
            {
              "code": "14.2.04",
              "n": 4,
              "name": "Screw and fastener driving",
              "slug": "screw-and-fastener-driving"
            },
            {
              "code": "14.2.05",
              "n": 5,
              "name": "Gluing and bonding",
              "slug": "gluing-and-bonding"
            }
          ]
        },
        {
          "code": "14.3",
          "n": 3,
          "name": "Finishing and packing",
          "slug": "finishing-and-packing",
          "subtasks": [
            {
              "code": "14.3.01",
              "n": 1,
              "name": "Trimming and deflashing",
              "slug": "trimming-and-deflashing"
            },
            {
              "code": "14.3.02",
              "n": 2,
              "name": "In-line quality inspection",
              "slug": "in-line-quality-inspection"
            },
            {
              "code": "14.3.03",
              "n": 3,
              "name": "Labelling and marking",
              "slug": "labelling-and-marking"
            },
            {
              "code": "14.3.04",
              "n": 4,
              "name": "Rework and repair",
              "slug": "rework-and-repair"
            },
            {
              "code": "14.3.05",
              "n": 5,
              "name": "Boxing and palletising",
              "slug": "boxing-and-palletising"
            }
          ]
        }
      ]
    },
    {
      "id": "15",
      "sort_key": 15,
      "slug": "15-metal-fabrication-and-welding",
      "name": "Metal Fabrication and Welding",
      "tier": 1,
      "status": "collecting",
      "description": "Job-shop fabricators, structural steel units and sheet metal shops.",
      "diversity": "high",
      "counts": {
        "clusters": 6,
        "subtasks": 29
      },
      "clusters": [
        {
          "code": "15.1",
          "n": 1,
          "name": "Layout and cutting",
          "slug": "layout-and-cutting",
          "subtasks": [
            {
              "code": "15.1.01",
              "n": 1,
              "name": "Part layout and marking",
              "slug": "part-layout-and-marking"
            },
            {
              "code": "15.1.02",
              "n": 2,
              "name": "Stock cutting and material staging",
              "slug": "stock-cutting-and-material-staging"
            },
            {
              "code": "15.1.03",
              "n": 3,
              "name": "Plasma and torch cutting",
              "slug": "plasma-and-torch-cutting"
            },
            {
              "code": "15.1.04",
              "n": 4,
              "name": "Bandsaw and chop-saw cutting",
              "slug": "bandsaw-and-chop-saw-cutting"
            },
            {
              "code": "15.1.05",
              "n": 5,
              "name": "Pipe cutting and fitting",
              "slug": "pipe-cutting-and-fitting"
            },
            {
              "code": "15.1.06",
              "n": 6,
              "name": "Shearing",
              "slug": "shearing"
            }
          ]
        },
        {
          "code": "15.2",
          "n": 2,
          "name": "Forming",
          "slug": "forming",
          "subtasks": [
            {
              "code": "15.2.01",
              "n": 1,
              "name": "Sheet bending and press brake work",
              "slug": "sheet-bending-and-press-brake-work"
            },
            {
              "code": "15.2.02",
              "n": 2,
              "name": "Rolling and forming",
              "slug": "rolling-and-forming"
            },
            {
              "code": "15.2.03",
              "n": 3,
              "name": "Punching and notching",
              "slug": "punching-and-notching"
            }
          ]
        },
        {
          "code": "15.3",
          "n": 3,
          "name": "Welding",
          "slug": "welding",
          "subtasks": [
            {
              "code": "15.3.01",
              "n": 1,
              "name": "Assembly tack welding",
              "slug": "assembly-tack-welding"
            },
            {
              "code": "15.3.02",
              "n": 2,
              "name": "MIG welding",
              "slug": "mig-welding"
            },
            {
              "code": "15.3.03",
              "n": 3,
              "name": "TIG welding",
              "slug": "tig-welding"
            },
            {
              "code": "15.3.04",
              "n": 4,
              "name": "Stick welding",
              "slug": "stick-welding"
            },
            {
              "code": "15.3.05",
              "n": 5,
              "name": "Weld inspection and cleanup",
              "slug": "weld-inspection-and-cleanup"
            },
            {
              "code": "15.3.06",
              "n": 6,
              "name": "Positioner and jig welding",
              "slug": "positioner-and-jig-welding"
            }
          ]
        },
        {
          "code": "15.4",
          "n": 4,
          "name": "Fitting and assembly",
          "slug": "fitting-and-assembly",
          "subtasks": [
            {
              "code": "15.4.01",
              "n": 1,
              "name": "Clamping and fixture setup",
              "slug": "clamping-and-fixture-setup"
            },
            {
              "code": "15.4.02",
              "n": 2,
              "name": "Squaring and alignment",
              "slug": "squaring-and-alignment"
            },
            {
              "code": "15.4.03",
              "n": 3,
              "name": "Drilling and tapping",
              "slug": "drilling-and-tapping"
            },
            {
              "code": "15.4.04",
              "n": 4,
              "name": "Bolted assembly",
              "slug": "bolted-assembly"
            },
            {
              "code": "15.4.05",
              "n": 5,
              "name": "Hardware fitting",
              "slug": "hardware-fitting"
            }
          ]
        },
        {
          "code": "15.5",
          "n": 5,
          "name": "Finishing",
          "slug": "finishing",
          "subtasks": [
            {
              "code": "15.5.01",
              "n": 1,
              "name": "Grinding and deburring",
              "slug": "grinding-and-deburring"
            },
            {
              "code": "15.5.02",
              "n": 2,
              "name": "Surface preparation and wire brushing",
              "slug": "surface-preparation-and-wire-brushing"
            },
            {
              "code": "15.5.03",
              "n": 3,
              "name": "Sanding and polishing",
              "slug": "sanding-and-polishing"
            },
            {
              "code": "15.5.04",
              "n": 4,
              "name": "Painting and powder-coat preparation",
              "slug": "painting-and-powder-coat-preparation"
            },
            {
              "code": "15.5.05",
              "n": 5,
              "name": "Masking",
              "slug": "masking"
            }
          ]
        },
        {
          "code": "15.6",
          "n": 6,
          "name": "Shop operations",
          "slug": "shop-operations",
          "subtasks": [
            {
              "code": "15.6.01",
              "n": 1,
              "name": "Crane and hoist material handling",
              "slug": "crane-and-hoist-material-handling"
            },
            {
              "code": "15.6.02",
              "n": 2,
              "name": "Scrap sorting and bin management",
              "slug": "scrap-sorting-and-bin-management"
            },
            {
              "code": "15.6.03",
              "n": 3,
              "name": "Gas cylinder changes",
              "slug": "gas-cylinder-changes"
            },
            {
              "code": "15.6.04",
              "n": 4,
              "name": "Workspace cleanup",
              "slug": "workspace-cleanup"
            }
          ]
        }
      ]
    }
  ]
}
