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Molecular and Cellular Biologists

Molecular and Cellular Biologists score 49 out of 100, which is elevated exposure to AI. That ranks #261 of 923 US occupations, where #1 is the most exposed. Of the 22 tasks in this job, AI could speed up 4 on its own and 14 more with extra software built on top of it. In April–May 2026, 5 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

49/ 100
Elevated
Rank
#261of 923 jobs
US workers
55,850for Biological Scientists, All Other
Median pay
$98,920a year
In real AI use
5 of 22tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 4 (18%)
  • AI can speed this up with extra software: 14 (64%)
  • Little or no AI speed-up: 4 (18%)
  • Maintain accurate laboratory records and data.AI can speed this up on its own · core task
  • Write grant applications to obtain funding.AI can speed this up on its own · core task · Seen in real AI use
  • Prepare or review reports, manuscripts, or meeting presentations.AI can speed this up on its own · core task · Seen in real AI use
  • Design databases, such as mutagenesis libraries.AI can speed this up on its own · supplemental task
  • Design molecular or cellular laboratory experiments, oversee their execution, and interpret results.AI can speed this up with extra software · core task
  • Conduct research on cell organization and function, including mechanisms of gene expression, cellular bioinformatics, cell signaling, or cell differentiation.AI can speed this up with extra software · core task · Seen in real AI use
  • Instruct undergraduate and graduate students within the areas of cellular or molecular biology.AI can speed this up with extra software · core task
  • Direct, coordinate, organize, or prioritize biological laboratory activities.AI can speed this up with extra software · core task
  • Compile and analyze molecular or cellular experimental data and adjust experimental designs as necessary.AI can speed this up with extra software · core task · Seen in real AI use
  • Evaluate new technologies to enhance or complement current research.AI can speed this up with extra software · core task · Seen in real AI use
  • Provide scientific direction for project teams regarding the evaluation or handling of devices, drugs, or cells for in vitro and in vivo disease models.AI can speed this up with extra software · core task
  • Conduct applied research aimed at improvements in areas such as disease testing, crop quality, pharmaceuticals, and the harnessing of microbes to recycle waste.AI can speed this up with extra software · core task
  • Develop guidelines for procedures such as the management of viruses.AI can speed this up with extra software · core task
  • Develop assays that monitor cell characteristics.AI can speed this up with extra software · core task
  • Coordinate molecular or cellular research activities with scientists specializing in other fields.AI can speed this up with extra software · core task
  • Verify all financial, physical, and human resources assigned to research or development projects are used as planned.AI can speed this up with extra software · core task
  • Participate in all levels of bioproduct development, including proposing new products, performing market analyses, designing and performing experiments, and collaborating with operations and quality control teams during product launches.AI can speed this up with extra software · supplemental task
  • Confer with vendors to evaluate new equipment or reagents or to discuss the customization of product lines to meet user requirements.AI can speed this up with extra software · supplemental task
  • Perform laboratory procedures following protocols including deoxyribonucleic acid (DNA) sequencing, cloning and extraction, ribonucleic acid (RNA) purification, or gel electrophoresis.Little or no AI speed-up · core task
  • Supervise technical personnel and postdoctoral research fellows.Little or no AI speed-up · core task
  • Monitor or operate specialized equipment, such as gas chromatographs and high pressure liquid chromatographs, electrophoresis units, thermocyclers, fluorescence activated cell sorters, and phosphorimagers.Little or no AI speed-up · core task
  • Evaluate new supplies and equipment to ensure operability in specific laboratory settings.Little or no AI speed-up · core task

Similar jobs, lower exposure

Related occupations that score at least 10 points lower.

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Life, Physical, and Social Science occupations close to this one.

Questions about molecular and cellular biologists and AI

Will AI replace molecular and cellular biologists?

Not entirely. Parts of the job are likely to change as AI takes over routine tasks. Molecular and Cellular Biologists score 49 out of 100 (elevated exposure), #261 of 923 US jobs. AI could speed up 18 of the job's 22 tasks, 4 of them on its own, while 4 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which molecular and cellular biologists tasks can AI do?

The most exposed tasks include "Maintain accurate laboratory records and data"; "Write grant applications to obtain funding"; "Prepare or review reports, manuscripts, or meeting presentations".

Which molecular and cellular biologists tasks are hardest for AI?

Tasks with little or no AI speed-up include "Perform laboratory procedures following protocols including deoxyribonucleic acid (DNA) sequencing, cloning and extraction, ribonucleic acid (RNA) purification, or gel electrophoresis"; "Supervise technical personnel and postdoctoral research fellows"; "Monitor or operate specialized equipment, such as gas chromatographs and high pressure liquid chromatographs, electrophoresis units, thermocyclers, fluorescence activated cell sorters, and phosphorimagers".

Are people already using AI for this work?

Yes. In April–May 2026, 5 of the 22 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as molecular and cellular biologists, and what do they earn?

About 55,850 people in the US (figure for Biological Scientists, All Other), with median pay of $98,920 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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