Other

Research manager

Based on 10 assessments

35% Moderate risk

Average realistic automation risk across all Research manager profiles in the dataset.

Raw potential
65%
Realistic risk
35%
Research benchmark ?
47%

Raw potential = I/O automation ceiling. Realistic risk = adjusted for informal knowledge and social context. Research benchmark: Eloundou et al. (2023)

Distribution across 10 profiles. Middle half of Research managers score between 31% and 39%.

0% 50% 100%
p10 · 31%
40% · p90
On-screen work 61%

Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.

In-person + screen 10%

Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.

Computer + action 14%

Computer input, real-world output — needs someone to act on it, not just software.

Fully in-person 15%

No computer required. Furthest from automation — the strongest human advantage.

3 synthetic profiles for a Research manager, ordered by automation exposure. Tab between them to see how task mix drives the score difference.

Task Time Type Exposure
Analyzing research data, interpreting results, and drawing conclusions from experiments or studies
deep expertise
23% DD 35%
Supervising and mentoring research staff, PhD students, and postdocs; reviewing their work and providing feedback
deep expertise
21% DA 0%
Managing budgets, timelines, resources, and administrative tasks related to research projects
20% DD 68%
Planning and designing research projects, including literature reviews, hypothesis development, and methodology selection
deep expertise social element
14% DD 25%
Conducting meetings with team members, collaborators, and stakeholders to discuss progress, troubleshoot issues, and align on direction
deep expertise
11% AA 1%
Staying current with field developments by reading papers, attending conferences, and networking with peers
some context needed
4% AD 17%
Writing grant proposals, research papers, and reports for publication or funding bodies
4% DD 55%

Work as a Research manager? Map your specific role.

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