# Will AI replace scientists? Updated October 2026 Medical scientists score 46 of 100 for AI exposure. The largest share of their task time, 76%, is work AI speeds up while they stay in charge. The other 24% stays with people. - **76%** AI helps - **24%** Needs a person Moderate exposure Higher than 65% of the 923 occupations we scored. ## Task by task We graded 14 tasks, listed here from most to least exposed. AI can't do any of them end to end yet. It speeds up 11 and leaves 3 to people. | Task | AI exposure | | --- | --- | | Write and publish articles in scientific journals. AI drafts text; authors verify claims and stay accountable. | 65% AI helps | | Write applications for research grants. AI drafts proposal text; scientists take responsibility for aims and funder fit. | 65% AI helps | | Plan and direct studies to investigate human or animal disease, preventive methods, and treatments for disease. AI assists protocol design; scientists still lead and direct studies. | 45% AI helps | | Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds. AI drafts protocol documents; experts approve dosage standards. | 45% AI helps | | Conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings to the scientific audience and general public. AI speeds analysis and reporting; bench development stays human. | 40% AI helps | ## How medical scientists compare All occupations (923) Life, physical and social science (60) **Medical scientists score 46**, marked by the dark line. Each dot is a score, darker where more occupations share it. The short marks show the averages, 37 for all occupations and 47 for life, physical and social science. ## Pay and outlook in the US Median pay $103,410 a year, May 2025 People employed 172,340 in the US, May 2025 Projected change in jobs +12.6% from 2024 to 2034 ## Skills to build - Operate flow cytometers and chromatography systems at the bench - Run statistical analysis in R, SAS, and IBM SPSS Statistics - Write and defend grant aims for funder review - Prepare tissue and cell samples for microscopy and analysis - Follow strict safety procedures for handling toxic materials ## Safer roles nearby 5 related occupations with lower scores. - [Biochemists44 out of 100](https://www.aigentcy.com/ai-exposure/biochemists/) - [Pathologists41 out of 100](https://www.aigentcy.com/ai-exposure/pathologists/) - [Microbiologists40 out of 100](https://www.aigentcy.com/ai-exposure/microbiologists/) - [Medical laboratory technologists35 out of 100](https://www.aigentcy.com/ai-exposure/medical-laboratory-technologists/) - [Epidemiologists43 out of 100](https://www.aigentcy.com/ai-exposure/epidemiologists/) ## Questions about medical scientists and AI Will scientists be replaced by AI? Partly. About 4 in 10 working hours go to tasks AI can already do, mostly writing journal articles and grant applications. Study design, bench work, and accountability for findings stay with scientists. Which tasks is AI taking over for medical scientists? Writing journal articles and grant applications carries the highest exposure, at 65 out of 100 each. AI drafts the text, while the scientist verifies claims and stays accountable for what gets published and funded. Which tasks stay human for medical scientists? Following safety procedures for toxic materials scores 8, and operating instruments like electron microscopes scores 12. These need physical presence and hands-on calibration, so the work stays with the scientist at the bench. How can medical scientists stay valuable as AI spreads? Run analyses in R, Python, or SAS and document each script so you can verify AI-assisted output. Take responsibility for study design and grant aims yourself. Keep bench skills on flow cytometers and chromatography systems, since hands-on instrument work stays human. ## Related jobs - [Preventive medicine physicians45 out of 100](https://www.aigentcy.com/ai-exposure/preventive-medicine-physicians/) - [Radiologists46 out of 100](https://www.aigentcy.com/ai-exposure/radiologists/) - [Allergists41 out of 100](https://www.aigentcy.com/ai-exposure/allergists/) - [Biological technicians39 out of 100](https://www.aigentcy.com/ai-exposure/biological-technicians/) ## Next steps for medical scientists - ### Check your job Your job title is a rough guide. Your actual tasks decide your score. Paste your job description or CV and see which of your tasks AI can do. [Check your job](https://www.aigentcy.com/tools/ai-exposure-checker/) [Check your CV](https://www.aigentcy.com/tools/cv-checker/) ### Check which roles in your team AI can take on We map your team's tasks, show what AI can do today and build the automations that pay back first. [Book an AI audit](https://www.aigentcy.com/audit/) ## Related topics - [**Jobs AI can't replace**Cement masons score lowest, at 8.](https://www.aigentcy.com/ai-exposure/jobs-ai-cant-replace/) - [**Jobs most at risk from AI**Proofreaders score highest, at 76.](https://www.aigentcy.com/ai-exposure/jobs-most-exposed-to-ai/) - [**High-paying jobs with low AI exposure**Radiologists earn a median $420,860 and score 46.](https://www.aigentcy.com/ai-exposure/high-paying-jobs-low-ai-exposure/) - [**Entry-level jobs with low AI exposure**Cement masons need little prior training and score 8.](https://www.aigentcy.com/ai-exposure/entry-level-jobs-low-ai-exposure/) - [**Jobs AI speeds up the most**For natural sciences managers, AI speeds up 96% of task time.](https://www.aigentcy.com/ai-exposure/jobs-ai-speeds-up/) - [**AI and jobs in Malta**15 iGaming roles graded task by task.](https://www.aigentcy.com/ai-exposure/malta/) - [**Skills that keep work human**The skills to build in the jobs AI changes least.](https://www.aigentcy.com/ai-exposure/skills/) - [**Jobs A to Z**Every job we publish, by first letter.](https://www.aigentcy.com/ai-exposure/jobs/) - [**AI exposure by industry**Average scores for 22 occupation groups.](https://www.aigentcy.com/ai-exposure/industries/) - [**Write a CV screening software can read**How applicant tracking systems read a CV, and what to change.](https://www.aigentcy.com/ai-exposure/cv-screening-guide/) - [**AI for businesses**The tasks to automate first in each team and industry.](https://www.aigentcy.com/ai-for/) - [**How we score AI exposure**The grading, the weights and every source.](https://www.aigentcy.com/ai-exposure/methodology/) Occupation data from the O\*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) and modified by Aigentcy. O\*NET® is a trademark of USDOL/ETA. Wage, employment and projection data from the U.S. Bureau of Labor Statistics. EU occupation names from ESCO, European Commission. AI usage signals from the Anthropic Economic Index (CC BY) and Microsoft Research (CC BY 4.0). [Methodology and sources](https://www.aigentcy.com/ai-exposure/methodology/). Scores © Aigentcy. Quote them with a link to the page.