Distribution across 35 profiles.
Middle half of Public Health Officers score between 17% and 24%.
0%
50%
100%
p10 · 15%
27% · p90
Task breakdown by work type
On-screen work16%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen73%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action11%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person0%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Public Health Officer, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Inspecting restaurants, food processing plants, and other facilities to ensure compliance with health and safety regulations
deep expertisesocial element
35%AD
17%
Reviewing and approving permits, licenses, and plans for new facilities or events to ensure they meet health and safety standards
22%AD
28%
Coordinating with healthcare providers, government agencies, and other stakeholders to respond to public health emergencies (e.g., pandemics, natural disasters)
deep expertisesocial core
20%AD
6%
Developing and implementing public health policies, programs, and initiatives to address community health issues
deep expertisesocial core
11%AD
8%
Investigating outbreaks of infectious diseases, identifying sources, and implementing control measures
deep expertisesocial core
6%AD
8%
Collecting, analyzing, and interpreting health data to identify trends, risks, and areas for intervention
1%DD
42%
Educating the public, businesses, and community groups on health risks, prevention strategies, and healthy behaviors through workshops, presentations, and materials
deep expertisesocial core
1%DA
0%
TaskTimeTypeExposure
Inspecting restaurants, food processing plants, and other facilities to ensure compliance with health and safety regulations
deep expertisesocial element
27%AD
22%
Collecting, analyzing, and interpreting health data to identify trends, risks, and areas for intervention
21%DD
62%
Investigating outbreaks of infectious diseases, identifying sources, and implementing control measures
deep expertisesocial core
15%AD
5%
Developing and implementing public health policies, programs, and initiatives to address community health issues
deep expertisesocial core
14%AD
10%
Coordinating with healthcare providers, government agencies, and other stakeholders to respond to public health emergencies (e.g., pandemics, natural disasters)
deep expertisesocial core
9%AD
9%
Educating the public, businesses, and community groups on health risks, prevention strategies, and healthy behaviors through workshops, presentations, and materials
deep expertisesocial core
8%DA
3%
Reviewing and approving permits, licenses, and plans for new facilities or events to ensure they meet health and safety standards
3%AD
37%
TaskTimeTypeExposure
Collecting, analyzing, and interpreting health data to identify trends, risks, and areas for intervention
24%DD
69%
Investigating outbreaks of infectious diseases, identifying sources, and implementing control measures
deep expertisesocial core
22%AD
13%
Educating the public, businesses, and community groups on health risks, prevention strategies, and healthy behaviors through workshops, presentations, and materials
deep expertisesocial core
12%DA
6%
Developing and implementing public health policies, programs, and initiatives to address community health issues
deep expertisesocial core
11%AD
11%
Coordinating with healthcare providers, government agencies, and other stakeholders to respond to public health emergencies (e.g., pandemics, natural disasters)
deep expertisesocial core
11%AD
12%
Reviewing and approving permits, licenses, and plans for new facilities or events to ensure they meet health and safety standards
9%AD
24%
Inspecting restaurants, food processing plants, and other facilities to ensure compliance with health and safety regulations
deep expertisesocial element
8%AD
16%
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AI tools for this role
Tools relevant to the most automatable tasks in this profession.
