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Science
Research Scientist
Based on 37 assessments · 1 from real users
29%
Moderate risk
Average realistic automation risk across all Research Scientist profiles in the dataset.
Score spread
Distribution across 37 profiles.
Middle half of Research Scientists score between 25% and 32%.
0%
50%
100%
Task breakdown by work type
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer input, real-world output — needs someone to act on it, not just software.
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Research Scientist, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
Designing and planning experiments to test hypotheses, including selecting methods, materials, and equipment
deep expertise
social element
22%
AD
9%
Conducting laboratory experiments or field studies to collect data, often requiring precise measurements and adherence to protocols
18%
AD
34%
Reviewing scientific literature to stay updated on advancements in the field and identify gaps or opportunities for new research
deep expertise
16%
DD
38%
Collaborating with colleagues, presenting findings at conferences, or participating in team meetings to discuss progress and next steps
deep expertise
social core
15%
AA
5%
Writing research papers, reports, or grant proposals to communicate findings, secure funding, or contribute to scientific literature
deep expertise
social core
14%
DD
14%
Troubleshooting experimental issues, refining methodologies, or adapting protocols based on unexpected results or challenges
deep expertise
social element
11%
AA
8%
Analyzing experimental data using statistical tools, software, or computational models to identify patterns or validate results
1%
DD
68%
Writing research papers, reports, or grant proposals to communicate findings, secure funding, or contribute to scientific literature
deep expertise
social core
29%
DD
20%
Conducting laboratory experiments or field studies to collect data, often requiring precise measurements and adherence to protocols
20%
AD
30%
Analyzing experimental data using statistical tools, software, or computational models to identify patterns or validate results
16%
DD
69%
Designing and planning experiments to test hypotheses, including selecting methods, materials, and equipment
deep expertise
social element
15%
AD
20%
Reviewing scientific literature to stay updated on advancements in the field and identify gaps or opportunities for new research
deep expertise
6%
DD
39%
Collaborating with colleagues, presenting findings at conferences, or participating in team meetings to discuss progress and next steps
deep expertise
social core
6%
AA
0%
Troubleshooting experimental issues, refining methodologies, or adapting protocols based on unexpected results or challenges
deep expertise
social element
5%
AA
0%
Conducting laboratory experiments or field studies to collect data, often requiring precise measurements and adherence to protocols
37%
AD
38%
Analyzing experimental data using statistical tools, software, or computational models to identify patterns or validate results
23%
DD
85%
Designing and planning experiments to test hypotheses, including selecting methods, materials, and equipment
deep expertise
social element
17%
AD
13%
Writing research papers, reports, or grant proposals to communicate findings, secure funding, or contribute to scientific literature
deep expertise
social core
13%
DD
15%
Troubleshooting experimental issues, refining methodologies, or adapting protocols based on unexpected results or challenges
deep expertise
social element
6%
AA
3%
Collaborating with colleagues, presenting findings at conferences, or participating in team meetings to discuss progress and next steps
deep expertise
social core
1%
AA
5%
Reviewing scientific literature to stay updated on advancements in the field and identify gaps or opportunities for new research
deep expertise
social element
1%
DD
33%
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