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  "generated_at": "2026-03-21T16:09:23.347Z",
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  "occupation_fallback_count": 12,
  "insufficient_task_evidence_count": 65,
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  "median_delta_vs_v42": 0,
  "mean_task_native_delta_vs_v42": -0.0031,
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  "impact_flip_count": 47,
  "validation_pass_count": 2,
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      "shadow_eligibility_status": "task_native"
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      "ssoc": "12241",
      "title": "Customer service manager",
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      "to": "moderate",
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      "shadow_eligibility_status": "task_native"
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    {
      "ssoc": "12214",
      "title": "Merchandising/Category manager",
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      "to": "low",
      "delta_vs_v42": -0.014,
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    {
      "ssoc": "12215",
      "title": "Online sales channel manager",
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      "to": "low",
      "delta_vs_v42": -0.0246,
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    {
      "ssoc": "12121",
      "title": "Personnel/Human resource manager",
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    {
      "ssoc": "13244",
      "title": "Postal service manager",
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      "to": "very_low",
      "delta_vs_v42": -0.0199,
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    {
      "ssoc": "12213",
      "title": "Regional sales manager",
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      "to": "low",
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      "ssoc": "12211",
      "title": "Sales manager",
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      "shadow_eligibility_status": "task_native"
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    {
      "ssoc": "13291",
      "title": "Technical/Engineering services manager (excluding transport)",
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      "to": "very_low",
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    {
      "ssoc": "24111",
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      "to": "high",
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      "ssoc": "21491",
      "title": "Biomedical engineer",
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      "ssoc": "21610",
      "title": "Building architect",
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      "ssoc": "26375",
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      "ssoc": "21130",
      "title": "Chemist",
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      "to": "moderate",
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    {
      "ssoc": "26373",
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      "to": "very_low",
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      "ssoc": "24311",
      "title": "Creative advertising professional",
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      "to": "moderate",
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      "ssoc": "22651",
      "title": "Dietitian",
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      "to": "very_low",
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    {
      "ssoc": "24314",
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      "title": "Food and drink technologist",
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      "ssoc": "24142",
      "title": "Foreign exchange dealer",
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      "to": "moderate",
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      "shadow_eligibility_status": "task_native"
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    {
      "ssoc": "21664",
      "title": "Interaction designer",
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      "to": "moderate",
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      "shadow_eligibility_status": "task_native"
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    {
      "ssoc": "21714",
      "title": "Marine superintendent",
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      "to": "low",
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      "shadow_eligibility_status": "task_native"
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    {
      "ssoc": "21662",
      "title": "Multimedia (including games) designer",
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      "to": "moderate",
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    {
      "ssoc": "22652",
      "title": "Nutritionist",
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      "to": "very_low",
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    {
      "ssoc": "22631",
      "title": "Occupational health and safety professional",
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    {
      "ssoc": "24352",
      "title": "Oil and bunker trader",
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    {
      "ssoc": "21512",
      "title": "Power generation and distribution engineer",
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      "to": "low",
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    {
      "ssoc": "21494",
      "title": "Quantity surveyor",
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      "to": "low",
      "delta_vs_v42": -0.0276,
      "shadow_eligibility_status": "task_native"
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    {
      "ssoc": "24141",
      "title": "Securities and finance dealer",
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      "to": "moderate",
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      "shadow_eligibility_status": "task_native"
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    {
      "ssoc": "24353",
      "title": "Ship charterer",
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      "to": "moderate",
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      "ssoc": "21641",
      "title": "Urban planner",
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      "to": "low",
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      "ssoc": "33392",
      "title": "Advertising salesman",
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      "to": "moderate",
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      "shadow_eligibility_status": "task_native"
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      "ssoc": "31212",
      "title": "Automotive engineering technician",
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      "to": "moderate",
      "delta_vs_v42": 0.0447,
      "shadow_eligibility_status": "task_native"
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      "ssoc": "31161",
      "title": "Chemical engineering technician",
      "from": "high",
      "to": "moderate",
      "delta_vs_v42": -0.0899,
      "shadow_eligibility_status": "task_native"
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    {
      "ssoc": "31163",
      "title": "Chemical engineering technician (petrochemicals)",
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      "to": "moderate",
      "delta_vs_v42": -0.0894,
      "shadow_eligibility_status": "task_native"
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      "ssoc": "31111",
      "title": "Chemistry technician",
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      "to": "high",
      "delta_vs_v42": 0.0614,
      "shadow_eligibility_status": "task_native"
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    {
      "ssoc": "32530",
      "title": "Community health worker",
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      "to": "low",
      "delta_vs_v42": -0.0403,
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      "ssoc": "35110",
      "title": "Computer systems operator",
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      "to": "very_high",
      "delta_vs_v42": 0.0182,
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      "ssoc": "33493",
      "title": "Crewing executive (ship)",
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      "to": "moderate",
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      "ssoc": "31141",
      "title": "Electronics engineering technician",
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    {
      "ssoc": "33330",
      "title": "Employment agent/Labour contractor",
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      "to": "very_high",
      "delta_vs_v42": 0.0361,
      "shadow_eligibility_status": "task_native"
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    {
      "ssoc": "33320",
      "title": "Exhibition/Conference/Event planner (including wedding planner/coordinator)",
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      "to": "moderate",
      "delta_vs_v42": -0.0308,
      "shadow_eligibility_status": "task_native"
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      "ssoc": "33121",
      "title": "Financial markets back office administrator",
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      "to": "high",
      "delta_vs_v42": -0.1361,
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      "ssoc": "31144",
      "title": "Instrumentation technician",
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      "ssoc": "34321",
      "title": "Interior designer",
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      "to": "moderate",
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      "ssoc": "33393",
      "title": "International market agent/representative (e.g. junket operator)",
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      "ssoc": "35122",
      "title": "IT security technician",
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      "ssoc": "31123",
      "title": "Land surveying technician",
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      "ssoc": "31595",
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      "ssoc": "33462",
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      "ssoc": "83212",
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      "ssoc": "96293",
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      "ssoc": "91131",
      "title": "Office, commercial and industrial establishments indoor cleaner",
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      "baseline_net_risk": 0.0461,
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      "ssoc": "81252",
      "title": "Precision grinding machine setter-operator",
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      "ssoc": "81602",
      "title": "Dairy and confectionery products machine operator",
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      "shadow_exposure_used": 0.2474
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    {
      "ssoc": "91132",
      "title": "Office, commercial and industrial establishments outdoor cleaner",
      "match_quality": "direct",
      "baseline_net_risk": 0.0434,
      "baseline_risk_band": "very_low",
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