Compliance and regulatory officers
Limited disruption pressure. This profile combines theoretical task exposure, observed professional AI use, and a deliberately weak early labour-market signal. It does not claim that compliance and regulatory officers will disappear.
- Job Doom
- 19.5
- Confidence
- 74/100
- Countries represented
- 98
- ILO exposure class
- Minimal Exposure
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Why the score is 19.5
The ILO signal covers 4 international task statements. The observed-use measure maps the nearest compatible O*NET occupation from the Anthropic dataset. Mapping uncertainty is included in confidence.
- Theoretical task exposure 35% weight
- 36.0
- Observed professional adoption 55% weight
- 12.1
- Early labour-market signal 10% weight
- 2.4
How much of the international occupation's task content GenAI could technically assist or perform.
How much capable task coverage appears in automated or work-related Claude usage.
Capped at one fifth of observed adoption because broad unemployment effects have not been established.
- DoomBench display occupation
- Compliance and regulatory officers
- International mapping
- Regulatory government associate professionals not elsewhere classified · ISCO 3359
- Observed-use mapping
- Compliance Officers · SOC 13-1041
Job Doom progression
Scores change only when comparable evidence becomes available. The June 2026 release changed its measurement pipeline, so the March value is held rather than manufacturing a false movement.
- 27.1ILO refined exposure plus March 2025 observed-use proxy
- 19.5Observed occupation exposure published
- 19.5Held pending a directly comparable occupation update
Countries where this job enters the 90% set
The same job score is reused internationally, while its estimated GDP importance changes with each country's economy. This avoids pretending sparse local score evidence means the occupation behaves differently without proof.
-
Luxembourg 🇱🇺
- Estimated GDP share
- 2.48%
- Country Job Doom
- 30.2
- Country confidence
- 71/100
-
Monaco 🇲🇨
- Estimated GDP share
- 2.41%
- Country Job Doom
- 29.5
- Country confidence
- 61/100
-
United Kingdom 🇬🇧
- Estimated GDP share
- 2.24%
- Country Job Doom
- 27.8
- Country confidence
- 70/100
-
United States 🇺🇸
- Estimated GDP share
- 2.22%
- Country Job Doom
- 27.4
- Country confidence
- 71/100
-
Vatican City 🇻🇦
- Estimated GDP share
- 2.05%
- Country Job Doom
- 28.0
- Country confidence
- 51/100
-
Switzerland 🇨🇭
- Estimated GDP share
- 2.03%
- Country Job Doom
- 25.7
- Country confidence
- 71/100
-
Netherlands 🇳🇱
- Estimated GDP share
- 1.96%
- Country Job Doom
- 26.5
- Country confidence
- 71/100
-
Singapore 🇸🇬
- Estimated GDP share
- 1.89%
- Country Job Doom
- 26.3
- Country confidence
- 71/100
-
Andorra 🇦🇩
- Estimated GDP share
- 1.85%
- Country Job Doom
- 26.8
- Country confidence
- 71/100
-
France 🇫🇷
- Estimated GDP share
- 1.72%
- Country Job Doom
- 25.2
- Country confidence
- 71/100
-
Israel 🇮🇱
- Estimated GDP share
- 1.72%
- Country Job Doom
- 25.4
- Country confidence
- 71/100
-
Greece 🇬🇷
- Estimated GDP share
- 1.69%
- Country Job Doom
- 25.0
- Country confidence
- 71/100
-
Portugal 🇵🇹
- Estimated GDP share
- 1.66%
- Country Job Doom
- 24.8
- Country confidence
- 71/100
-
Bahamas 🇧🇸
- Estimated GDP share
- 1.64%
- Country Job Doom
- 25.2
- Country confidence
- 70/100
-
Ireland 🇮🇪
- Estimated GDP share
- 1.64%
- Country Job Doom
- 22.6
- Country confidence
- 71/100
-
Liechtenstein 🇱🇮
- Estimated GDP share
- 1.64%
- Country Job Doom
- 22.6
- Country confidence
- 71/100
-
Malta 🇲🇹
- Estimated GDP share
- 1.64%
- Country Job Doom
- 25.5
- Country confidence
- 71/100
-
Estonia 🇪🇪
- Estimated GDP share
- 1.63%
- Country Job Doom
- 24.4
- Country confidence
- 71/100
-
Spain 🇪🇸
- Estimated GDP share
- 1.63%
- Country Job Doom
- 24.3
- Country confidence
- 71/100
-
Costa Rica 🇨🇷
- Estimated GDP share
- 1.62%
- Country Job Doom
- 24.3
- Country confidence
- 71/100
-
St. Kitts and Nevis 🇰🇳
- Estimated GDP share
- 1.62%
- Country Job Doom
- 24.4
- Country confidence
- 71/100
-
Sweden 🇸🇪
- Estimated GDP share
- 1.62%
- Country Job Doom
- 23.9
- Country confidence
- 71/100
-
New Zealand 🇳🇿
- Estimated GDP share
- 1.61%
- Country Job Doom
- 24.1
- Country confidence
- 71/100
-
Cyprus 🇨🇾
- Estimated GDP share
- 1.60%
- Country Job Doom
- 25.2
- Country confidence
- 71/100
-
Latvia 🇱🇻
- Estimated GDP share
- 1.60%
- Country Job Doom
- 24.1
- Country confidence
- 71/100
-
Croatia 🇭🇷
- Estimated GDP share
- 1.59%
- Country Job Doom
- 24.0
- Country confidence
- 71/100
-
Iceland 🇮🇸
- Estimated GDP share
- 1.59%
- Country Job Doom
- 23.9
- Country confidence
- 71/100
-
Uruguay 🇺🇾
- Estimated GDP share
- 1.59%
- Country Job Doom
- 24.0
- Country confidence
- 71/100
-
Bahrain 🇧🇭
- Estimated GDP share
- 1.57%
- Country Job Doom
- 20.7
- Country confidence
- 70/100
-
Barbados 🇧🇧
- Estimated GDP share
- 1.57%
- Country Job Doom
- 24.9
- Country confidence
- 71/100
-
Bulgaria 🇧🇬
- Estimated GDP share
- 1.57%
- Country Job Doom
- 23.4
- Country confidence
- 71/100
-
Lithuania 🇱🇹
- Estimated GDP share
- 1.57%
- Country Job Doom
- 23.3
- Country confidence
- 71/100
-
Australia 🇦🇺
- Estimated GDP share
- 1.56%
- Country Job Doom
- 23.7
- Country confidence
- 71/100
-
Italy 🇮🇹
- Estimated GDP share
- 1.56%
- Country Job Doom
- 22.8
- Country confidence
- 71/100
-
Japan 🇯🇵
- Estimated GDP share
- 1.56%
- Country Job Doom
- 22.8
- Country confidence
- 71/100
-
Austria 🇦🇹
- Estimated GDP share
- 1.55%
- Country Job Doom
- 23.2
- Country confidence
- 71/100
-
Finland 🇫🇮
- Estimated GDP share
- 1.54%
- Country Job Doom
- 23.0
- Country confidence
- 71/100
-
Germany 🇩🇪
- Estimated GDP share
- 1.54%
- Country Job Doom
- 22.7
- Country confidence
- 71/100
-
Belgium 🇧🇪
- Estimated GDP share
- 1.53%
- Country Job Doom
- 24.4
- Country confidence
- 71/100
-
Denmark 🇩🇰
- Estimated GDP share
- 1.53%
- Country Job Doom
- 23.5
- Country confidence
- 71/100
-
Palau 🇵🇼
- Estimated GDP share
- 1.52%
- Country Job Doom
- 23.6
- Country confidence
- 71/100
-
Hungary 🇭🇺
- Estimated GDP share
- 1.51%
- Country Job Doom
- 22.7
- Country confidence
- 71/100
-
Nauru 🇳🇷
- Estimated GDP share
- 1.51%
- Country Job Doom
- 22.6
- Country confidence
- 51/100
-
Canada 🇨🇦
- Estimated GDP share
- 1.48%
- Country Job Doom
- 22.7
- Country confidence
- 71/100
-
Romania 🇷🇴
- Estimated GDP share
- 1.48%
- Country Job Doom
- 22.0
- Country confidence
- 71/100
-
Seychelles 🇸🇨
- Estimated GDP share
- 1.48%
- Country Job Doom
- 23.8
- Country confidence
- 71/100
-
Poland 🇵🇱
- Estimated GDP share
- 1.47%
- Country Job Doom
- 22.3
- Country confidence
- 71/100
-
Antigua and Barbuda 🇦🇬
- Estimated GDP share
- 1.44%
- Country Job Doom
- 23.2
- Country confidence
- 71/100
-
Czechia 🇨🇿
- Estimated GDP share
- 1.44%
- Country Job Doom
- 22.0
- Country confidence
- 71/100
-
Slovak Republic 🇸🇰
- Estimated GDP share
- 1.44%
- Country Job Doom
- 21.8
- Country confidence
- 71/100
-
Slovenia 🇸🇮
- Estimated GDP share
- 1.43%
- Country Job Doom
- 22.5
- Country confidence
- 71/100
-
Panama 🇵🇦
- Estimated GDP share
- 1.40%
- Country Job Doom
- 23.4
- Country confidence
- 71/100
-
Russia 🇷🇺
- Estimated GDP share
- 1.39%
- Country Job Doom
- 21.3
- Country confidence
- 70/100
-
Montenegro 🇲🇪
- Estimated GDP share
- 1.37%
- Country Job Doom
- 24.4
- Country confidence
- 71/100
-
Trinidad and Tobago 🇹🇹
- Estimated GDP share
- 1.35%
- Country Job Doom
- 20.6
- Country confidence
- 71/100
-
Chile 🇨🇱
- Estimated GDP share
- 1.33%
- Country Job Doom
- 20.6
- Country confidence
- 71/100
-
San Marino 🇸🇲
- Estimated GDP share
- 1.33%
- Country Job Doom
- 20.8
- Country confidence
- 71/100
-
South Korea 🇰🇷
- Estimated GDP share
- 1.33%
- Country Job Doom
- 20.8
- Country confidence
- 71/100
-
Norway 🇳🇴
- Estimated GDP share
- 1.30%
- Country Job Doom
- 20.1
- Country confidence
- 70/100
-
Tuvalu 🇹🇻
- Estimated GDP share
- 1.29%
- Country Job Doom
- 22.3
- Country confidence
- 63/100
-
Cuba 🇨🇺
- Estimated GDP share
- 1.25%
- Country Job Doom
- 22.3
- Country confidence
- 71/100
-
St. Lucia 🇱🇨
- Estimated GDP share
- 1.23%
- Country Job Doom
- 23.8
- Country confidence
- 71/100
-
Georgia 🇬🇪
- Estimated GDP share
- 1.22%
- Country Job Doom
- 21.9
- Country confidence
- 71/100
-
Maldives 🇲🇻
- Estimated GDP share
- 1.20%
- Country Job Doom
- 22.8
- Country confidence
- 71/100
-
Moldova 🇲🇩
- Estimated GDP share
- 1.20%
- Country Job Doom
- 21.7
- Country confidence
- 71/100
-
Ukraine 🇺🇦
- Estimated GDP share
- 1.19%
- Country Job Doom
- 21.5
- Country confidence
- 71/100
-
Serbia 🇷🇸
- Estimated GDP share
- 1.18%
- Country Job Doom
- 21.5
- Country confidence
- 71/100
-
South Africa 🇿🇦
- Estimated GDP share
- 1.18%
- Country Job Doom
- 20.7
- Country confidence
- 71/100
-
Brazil 🇧🇷
- Estimated GDP share
- 1.17%
- Country Job Doom
- 21.2
- Country confidence
- 71/100
-
Bosnia and Herzegovina 🇧🇦
- Estimated GDP share
- 1.16%
- Country Job Doom
- 21.2
- Country confidence
- 71/100
-
Cabo Verde 🇨🇻
- Estimated GDP share
- 1.16%
- Country Job Doom
- 22.1
- Country confidence
- 71/100
-
Micronesia 🇫🇲
- Estimated GDP share
- 1.16%
- Country Job Doom
- 20.6
- Country confidence
- 72/100
-
Botswana 🇧🇼
- Estimated GDP share
- 1.15%
- Country Job Doom
- 20.8
- Country confidence
- 70/100
-
El Salvador 🇸🇻
- Estimated GDP share
- 1.13%
- Country Job Doom
- 20.7
- Country confidence
- 71/100
-
Kuwait 🇰🇼
- Estimated GDP share
- 1.13%
- Country Job Doom
- 17.9
- Country confidence
- 70/100
-
Marshall Islands 🇲🇭
- Estimated GDP share
- 1.13%
- Country Job Doom
- 20.4
- Country confidence
- 72/100
-
Samoa 🇼🇸
- Estimated GDP share
- 1.13%
- Country Job Doom
- 21.6
- Country confidence
- 71/100
-
Türkiye 🇹🇷
- Estimated GDP share
- 1.13%
- Country Job Doom
- 20.7
- Country confidence
- 71/100
-
Argentina 🇦🇷
- Estimated GDP share
- 1.12%
- Country Job Doom
- 20.6
- Country confidence
- 71/100
-
Armenia 🇦🇲
- Estimated GDP share
- 1.12%
- Country Job Doom
- 20.5
- Country confidence
- 71/100
-
Grenada 🇬🇩
- Estimated GDP share
- 1.12%
- Country Job Doom
- 21.8
- Country confidence
- 71/100
-
Guatemala 🇬🇹
- Estimated GDP share
- 1.12%
- Country Job Doom
- 20.5
- Country confidence
- 71/100
-
Saudi Arabia 🇸🇦
- Estimated GDP share
- 1.12%
- Country Job Doom
- 18.1
- Country confidence
- 71/100
-
St. Vincent and the Grenadines 🇻🇨
- Estimated GDP share
- 1.12%
- Country Job Doom
- 22.1
- Country confidence
- 71/100
-
North Macedonia 🇲🇰
- Estimated GDP share
- 1.10%
- Country Job Doom
- 19.8
- Country confidence
- 71/100
-
Philippines 🇵🇭
- Estimated GDP share
- 1.08%
- Country Job Doom
- 19.6
- Country confidence
- 71/100
-
United Arab Emirates 🇦🇪
- Estimated GDP share
- 1.07%
- Country Job Doom
- 18.2
- Country confidence
- 71/100
-
Jordan 🇯🇴
- Estimated GDP share
- 1.06%
- Country Job Doom
- 19.4
- Country confidence
- 71/100
-
Mauritius 🇲🇺
- Estimated GDP share
- 1.06%
- Country Job Doom
- 20.2
- Country confidence
- 71/100
-
Mexico 🇲🇽
- Estimated GDP share
- 1.06%
- Country Job Doom
- 19.5
- Country confidence
- 71/100
-
Belize 🇧🇿
- Estimated GDP share
- 1.05%
- Country Job Doom
- 20.7
- Country confidence
- 71/100
-
Sri Lanka 🇱🇰
- Estimated GDP share
- 1.04%
- Country Job Doom
- 19.6
- Country confidence
- 71/100
-
Jamaica 🇯🇲
- Estimated GDP share
- 1.01%
- Country Job Doom
- 20.0
- Country confidence
- 71/100
-
Oman 🇴🇲
- Estimated GDP share
- 0.99%
- Country Job Doom
- 16.8
- Country confidence
- 70/100
-
Lebanon 🇱🇧
- Estimated GDP share
- 0.98%
- Country Job Doom
- 23.6
- Country confidence
- 71/100
-
Albania 🇦🇱
- Estimated GDP share
- 0.97%
- Country Job Doom
- 17.9
- Country confidence
- 72/100
-
Qatar 🇶🇦
- Estimated GDP share
- 0.97%
- Country Job Doom
- 16.1
- Country confidence
- 70/100
-
Brunei 🇧🇳
- Estimated GDP share
- 0.86%
- Country Job Doom
- 15.1
- Country confidence
- 70/100
Evidence and limitations
Source dates describe when evidence became public. Every revision links to its source, and incompatible later releases are disclosed instead of silently blended.
-
Anthropic
Anthropic Economic Index, March 2025 release
Updated occupation-task usage breadth used for the first scored revision
Historical breadth is calibrated to the later compatible observed-exposure score. · MIT -
International Labour Organization and NASK
Generative AI and Jobs: A Refined Global Index of Occupational Exposure
Task-level theoretical exposure and ISCO-08 exposure category
Exposure describes technical task potential, not observed job loss. · CC BY 4.0 -
Anthropic
Labor market impacts of AI: A new measure and early evidence
Observed occupation exposure based on task capability and real Claude usage
The study reports no systematic unemployment increase and only suggestive early-career hiring effects. · MIT -
Anthropic
Anthropic Economic Index: Cadences
Latest evidence checkpoint and methodology-change disclosure
The release changed its pipeline and does not provide a directly comparable replacement occupation score. · MIT