Jobs tracked by DoomBench
Every canonical occupation has a current 0–100 score, confidence label, evidence dimensions, and dated revisions. Country profiles reuse these scores with different GDP weights rather than pretending identical economies have identical exposure.
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Job directory
Scores express current evidence of task disruption. Physical, interpersonal, and high-responsibility work often remains less exposed even when a surrounding industry is highly digitised.
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Data entry clerks
High disruption pressureBusiness, finance and digital services
- Job Doom
- 62.7
- Countries
- 125
- Confidence
- 65/100
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Computer programmers
High disruption pressureBusiness, finance and digital services
- Job Doom
- 62.5
- Countries
- 90
- Confidence
- 63/100
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Customer service representatives
High disruption pressureBusiness, finance and digital services
- Job Doom
- 60.3
- Countries
- 168
- Confidence
- 70/100
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Market research and marketing professionals
Material disruption pressureBusiness, finance and digital services
- Job Doom
- 56.4
- Countries
- 117
- Confidence
- 70/100
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Medical records specialists
Material disruption pressurePublic, health and education services
- Job Doom
- 56.1
- Countries
- 192
- Confidence
- 64/100
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Client information workers
Material disruption pressureTrade, transport and distribution
- Job Doom
- 54.5
- Countries
- 191
- Confidence
- 70/100
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Financial and investment analysts
Material disruption pressureBusiness, finance and digital services
- Job Doom
- 54.2
- Countries
- 121
- Confidence
- 71/100
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Technical writers
Material disruption pressureBusiness, finance and digital services
- Job Doom
- 46.1
- Countries
- 48
- Confidence
- 67/100
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Secretaries and administrative assistants
Material disruption pressureBusiness, finance and digital services
- Job Doom
- 46.0
- Countries
- 147
- Confidence
- 72/100
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Travel consultants
Material disruption pressureHospitality and personal services
- Job Doom
- 42.5
- Countries
- 155
- Confidence
- 67/100
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Graphic and multimedia designers
Emerging disruption pressureBusiness, finance and digital services
- Job Doom
- 38.2
- Countries
- 62
- Confidence
- 71/100
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Accountants and auditors
Emerging disruption pressureBusiness, finance and digital services
- Job Doom
- 37.8
- Countries
- 137
- Confidence
- 73/100
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Software developers
Emerging disruption pressureBusiness, finance and digital services
- Job Doom
- 34.8
- Countries
- 134
- Confidence
- 66/100
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Retail salespersons
Emerging disruption pressureTrade, transport and distribution
- Job Doom
- 31.8
- Countries
- 195
- Confidence
- 68/100
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Journalists
Emerging disruption pressureBusiness, finance and digital services
- Job Doom
- 30.7
- Countries
- 10
- Confidence
- 68/100
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Real estate agents
Emerging disruption pressureTrade, transport and distribution
- Job Doom
- 28.4
- Countries
- 191
- Confidence
- 71/100
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Hotel receptionists
Emerging disruption pressureHospitality and personal services
- Job Doom
- 27.8
- Countries
- 194
- Confidence
- 71/100
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Secondary school teachers
Emerging disruption pressurePublic, health and education services
- Job Doom
- 27.0
- Countries
- 195
- Confidence
- 75/100
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Logistics and transport clerks
Emerging disruption pressureTrade, transport and distribution
- Job Doom
- 26.3
- Countries
- 184
- Confidence
- 76/100
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Government administration officers
Emerging disruption pressurePublic, health and education services
- Job Doom
- 24.2
- Countries
- 195
- Confidence
- 74/100
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Lawyers
Emerging disruption pressureBusiness, finance and digital services
- Job Doom
- 22.2
- Countries
- 83
- Confidence
- 72/100
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General and operations managers
Emerging disruption pressureBusiness, finance and digital services
- Job Doom
- 21.0
- Countries
- 154
- Confidence
- 72/100
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Hotel managers
Emerging disruption pressureHospitality and personal services
- Job Doom
- 20.0
- Countries
- 84
- Confidence
- 73/100
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Compliance and regulatory officers
Limited disruption pressureBusiness, finance and digital services
- Job Doom
- 19.5
- Countries
- 98
- Confidence
- 74/100
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Supply and distribution managers
Limited disruption pressureTrade, transport and distribution
- Job Doom
- 18.9
- Countries
- 177
- Confidence
- 82/100
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Cashiers and ticket clerks
Limited disruption pressureTrade, transport and distribution
- Job Doom
- 18.6
- Countries
- 195
- Confidence
- 71/100
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Construction managers
Limited disruption pressureConstruction and utilities
- Job Doom
- 18.6
- Countries
- 107
- Confidence
- 74/100
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Primary school teachers
Limited disruption pressurePublic, health and education services
- Job Doom
- 15.0
- Countries
- 195
- Confidence
- 76/100
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Industrial and production engineers
Limited disruption pressureManufacturing
- Job Doom
- 14.9
- Countries
- 135
- Confidence
- 77/100
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Manufacturing production managers
Limited disruption pressureManufacturing
- Job Doom
- 14.0
- Countries
- 134
- Confidence
- 82/100
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Mining and extraction managers
Limited disruption pressureMining and energy extraction
- Job Doom
- 12.9
- Countries
- 30
- Confidence
- 80/100
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Registered nurses
Limited disruption pressurePublic, health and education services
- Job Doom
- 12.2
- Countries
- 195
- Confidence
- 80/100
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Police officers
Limited disruption pressurePublic, health and education services
- Job Doom
- 11.9
- Countries
- 190
- Confidence
- 69/100
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Medical practitioners
Limited disruption pressurePublic, health and education services
- Job Doom
- 11.7
- Countries
- 194
- Confidence
- 69/100
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Social and human service assistants
Limited disruption pressurePublic, health and education services
- Job Doom
- 11.5
- Countries
- 184
- Confidence
- 72/100
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Power production plant operators
Limited disruption pressureConstruction and utilities
- Job Doom
- 11.1
- Countries
- 103
- Confidence
- 69/100
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Civil engineers
Limited disruption pressureConstruction and utilities
- Job Doom
- 11.0
- Countries
- 115
- Confidence
- 74/100
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Mining engineers
Limited disruption pressureMining and energy extraction
- Job Doom
- 10.2
- Countries
- 37
- Confidence
- 71/100
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Petroleum and gas operations professionals
Limited disruption pressureMining and energy extraction
- Job Doom
- 10.2
- Countries
- 44
- Confidence
- 68/100
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Waiters
Limited disruption pressureHospitality and personal services
- Job Doom
- 9.8
- Countries
- 194
- Confidence
- 70/100
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Agricultural production managers
Limited disruption pressureAgriculture, forestry and fishing
- Job Doom
- 9.4
- Countries
- 112
- Confidence
- 82/100
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Agricultural technicians
Limited disruption pressureAgriculture, forestry and fishing
- Job Doom
- 9.4
- Countries
- 80
- Confidence
- 67/100
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Mechanical machinery assemblers
Limited disruption pressureManufacturing
- Job Doom
- 9.4
- Countries
- 176
- Confidence
- 65/100
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Freight truck drivers
Limited disruption pressureManufacturing
- Job Doom
- 8.6
- Countries
- 105
- Confidence
- 70/100
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Heavy truck and lorry drivers
Limited disruption pressureTrade, transport and distribution
- Job Doom
- 8.6
- Countries
- 195
- Confidence
- 70/100
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Nursing assistants
Limited disruption pressurePublic, health and education services
- Job Doom
- 7.6
- Countries
- 194
- Confidence
- 64/100
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Child care workers
Limited disruption pressureHospitality and personal services
- Job Doom
- 7.4
- Countries
- 183
- Confidence
- 75/100
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Cooks
Limited disruption pressureHospitality and personal services
- Job Doom
- 7.1
- Countries
- 194
- Confidence
- 69/100
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Security guards
Limited disruption pressurePublic, health and education services
- Job Doom
- 7.1
- Countries
- 150
- Confidence
- 66/100
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Building electricians
Limited disruption pressureConstruction and utilities
- Job Doom
- 6.7
- Countries
- 172
- Confidence
- 70/100
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Machinists and machine-tool operators
Limited disruption pressureManufacturing
- Job Doom
- 6.4
- Countries
- 166
- Confidence
- 70/100
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Fishing and aquaculture workers
Limited disruption pressureAgriculture, forestry and fishing
- Job Doom
- 6.1
- Countries
- 90
- Confidence
- 80/100
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Industrial machinery maintenance workers
Limited disruption pressureMining and energy extraction
- Job Doom
- 6.1
- Countries
- 33
- Confidence
- 71/100
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Infrastructure maintenance workers
Limited disruption pressureConstruction and utilities
- Job Doom
- 6.1
- Countries
- 169
- Confidence
- 71/100
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Manufacturing maintenance workers
Limited disruption pressureManufacturing
- Job Doom
- 6.1
- Countries
- 163
- Confidence
- 71/100
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Carpenters and joiners
Limited disruption pressureConstruction and utilities
- Job Doom
- 4.5
- Countries
- 183
- Confidence
- 70/100
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Crop and nursery farmworkers
Limited disruption pressureAgriculture, forestry and fishing
- Job Doom
- 4.4
- Countries
- 154
- Confidence
- 74/100
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Hotel and office cleaners
Limited disruption pressureHospitality and personal services
- Job Doom
- 4.2
- Countries
- 195
- Confidence
- 67/100
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Mining and quarrying operators
Limited disruption pressureMining and energy extraction
- Job Doom
- 3.8
- Countries
- 67
- Confidence
- 65/100