Average realistic automation risk across all Global Health Professional profiles in the dataset.
Raw potential
58%
Realistic risk
31%
Raw potential = I/O automation ceiling. Realistic risk = adjusted for informal knowledge and social context.
Score spread
Distribution across 10 profiles.
Middle half of Global Health Professionals score between 25% and 37%.
0%
50%
100%
p10 · 21%
40% · p90
Task breakdown by work type
On-screen work50%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen17%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action9%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person24%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Global Health Professional, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Analyzing epidemiological data, disease surveillance reports, and health metrics from multiple countries to identify trends and inform policy recommendations
23%DD
47%
Designing, planning, and overseeing health intervention programs (vaccination campaigns, disease prevention initiatives, maternal health projects) in specific regions
deep expertisesocial core
20%AA
0%
Conducting virtual meetings and calls with partners, government officials, field teams, and stakeholders across different regions to coordinate programs and gather feedback
deep expertisesocial core
17%AD
10%
Traveling to field sites to conduct site visits, train local staff, assess program implementation, and build relationships with community partners
deep expertisesocial core
13%DA
3%
Reviewing and synthesizing scientific literature, case studies, and best practices from other global health initiatives to inform strategy
12%DD
46%
Monitoring program outcomes, collecting evaluation data, and adjusting interventions based on real-world results and local context
deep expertisesocial core
6%AA
1%
Writing reports, grant proposals, policy briefs, and research papers for government agencies, NGOs, donors, and international organizations
some context neededsocial core
3%DD
27%
Managing budgets, tracking expenditures, and reporting on resource allocation to donors and organizational leadership
1%DD
65%
TaskTimeTypeExposure
Writing reports, grant proposals, policy briefs, and research papers for government agencies, NGOs, donors, and international organizations
some context neededsocial core
21%DD
31%
Analyzing epidemiological data, disease surveillance reports, and health metrics from multiple countries to identify trends and inform policy recommendations
16%DD
44%
Designing, planning, and overseeing health intervention programs (vaccination campaigns, disease prevention initiatives, maternal health projects) in specific regions
deep expertisesocial core
15%AA
0%
Conducting virtual meetings and calls with partners, government officials, field teams, and stakeholders across different regions to coordinate programs and gather feedback
deep expertisesocial core
13%AD
13%
Managing budgets, tracking expenditures, and reporting on resource allocation to donors and organizational leadership
13%DD
93%
Traveling to field sites to conduct site visits, train local staff, assess program implementation, and build relationships with community partners
deep expertisesocial core
10%DA
4%
Reviewing and synthesizing scientific literature, case studies, and best practices from other global health initiatives to inform strategy
7%DD
59%
Monitoring program outcomes, collecting evaluation data, and adjusting interventions based on real-world results and local context
deep expertisesocial core
1%AA
1%
TaskTimeTypeExposure
Writing reports, grant proposals, policy briefs, and research papers for government agencies, NGOs, donors, and international organizations
some context neededsocial core
27%DD
34%
Managing budgets, tracking expenditures, and reporting on resource allocation to donors and organizational leadership
21%DD
93%
Analyzing epidemiological data, disease surveillance reports, and health metrics from multiple countries to identify trends and inform policy recommendations
16%DD
47%
Designing, planning, and overseeing health intervention programs (vaccination campaigns, disease prevention initiatives, maternal health projects) in specific regions
deep expertisesocial core
16%AA
4%
Monitoring program outcomes, collecting evaluation data, and adjusting interventions based on real-world results and local context
deep expertisesocial core
8%AA
3%
Traveling to field sites to conduct site visits, train local staff, assess program implementation, and build relationships with community partners
deep expertisesocial core
4%DA
1%
Reviewing and synthesizing scientific literature, case studies, and best practices from other global health initiatives to inform strategy
4%DD
53%
Conducting virtual meetings and calls with partners, government officials, field teams, and stakeholders across different regions to coordinate programs and gather feedback
deep expertisesocial core
1%AD
5%
Save & share
AI tools for this role
Tools relevant to the most automatable tasks in this profession.
