Will AI replace molecular and cellular biologists?

AI already handles some of this work on its own in real use, for tasks like “Conduct applied research aimed at improvements in areas such as disease testing”. That's 21m of a typical shift; 7h 39m still has no AI or robot evidence. BLS expects about 4.7% more of these jobs by 2035.

Time card for molecular and cellular biologists showing a typical 8-hour shift: 7h 39m done by people, 21m by AI.
Each mark is 5 minutes of a typical shift for molecular and cellular biologists, colored by who does that task today. Estimates from O*NET tasks and Anthropic Economic Index data. How it's made

Home / Science / Molecular and Cellular Biologists

Research and study cellular molecules and organelles to understand cell function and organization.

Time card

Untick tasks you don't do, or set your own times.
MineTask, by time spentHumanWith AIAIRobot
Perform laboratory procedures following protocols including deoxyribonucleic acid (DNA) sequencing, cloning and extraction, ribonucleic acid (RNA) purification, or gel electrophoresis.1h 8m a shift · Robots only in factory cells
Why this label?Robots have done this only in factory setups built around the machine, so it stays Human for molecular and cellular biologists. How labels work
Design molecular or cellular laboratory experiments, oversee their execution, and interpret results.47m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Conduct research on cell organization and function, including mechanisms of gene expression, cellular bioinformatics, cell signaling, or cell differentiation.47m a shift · Robots only in factory cells
Why this label?Robots have done this only in factory setups built around the machine, so it stays Human for molecular and cellular biologists. How labels work
Prepare or review reports, manuscripts, or meeting presentations.42m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Compile and analyze molecular or cellular experimental data and adjust experimental designs as necessary.42m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Maintain accurate laboratory records and data.31m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Write grant applications to obtain funding.26m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Instruct undergraduate and graduate students within the areas of cellular or molecular biology.21m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Direct, coordinate, organize, or prioritize biological laboratory activities.21m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Supervise technical personnel and postdoctoral research fellows.21m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Monitor or operate specialized equipment, such as gas chromatographs and high pressure liquid chromatographs, electrophoresis units, thermocyclers, fluorescence activated cell sorters, and phosphorimagers.21m a shift · Robots only in factory cells
Why this label?Robots have done this only in factory setups built around the machine, so it stays Human for molecular and cellular biologists. How labels work
Conduct applied research aimed at improvements in areas such as disease testing, crop quality, pharmaceuticals, and the harnessing of microbes to recycle waste.16m a shift · Observed in AI use
Why this label?Marked AI because this task shows up regularly in real AI conversations (Anthropic Economic Index, 2025 usage), and in most of them AI does the task on its own rather than helping a person. Many workplaces may not use AI for it at all. How labels work
Develop assays that monitor cell characteristics.16m a shift · Robots only in factory cells
Why this label?Robots have done this only in factory setups built around the machine, so it stays Human for molecular and cellular biologists. How labels work
Evaluate new technologies to enhance or complement current research.10m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Provide scientific direction for project teams regarding the evaluation or handling of devices, drugs, or cells for in vitro and in vivo disease models.10m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Coordinate molecular or cellular research activities with scientists specializing in other fields.10m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Develop guidelines for procedures such as the management of viruses.5m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Verify all financial, physical, and human resources assigned to research or development projects are used as planned.5m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Evaluate new supplies and equipment to ensure operability in specific laboratory settings.5m a shift · Robots only in factory cells
Why this label?Robots have done this only in factory setups built around the machine, so it stays Human for molecular and cellular biologists. How labels work
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.5m a shift · Observed in AI use
Why this label?Marked AI because this task shows up regularly in real AI conversations (Anthropic Economic Index, 2025 usage), and in most of them AI does the task on its own rather than helping a person. Many workplaces may not use AI for it at all. How labels work
Confer with vendors to evaluate new equipment or reagents or to discuss the customization of product lines to meet user requirements.5m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Design databases, such as mutagenesis libraries.5m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work

Clock history

  1. 21m touchedFirst published: O*NET 30.1, Anthropic Economic Index (2025 usage and September 2026 robot study), BLS May 2025

When new data changes this clock, the date, the new numbers and the reason are logged here. Company news alone never moves the clock.

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No company news tracked for this job yet. New stories are added as they happen.

Ask the clock

Will AI replace molecular and cellular biologists?

Not on current evidence. Less than 30 minutes of a typical shift goes to tasks that AI or robots are doing today. The other 7h 39m (96%) stays with people. Separately, BLS expects about 4.7% more of these jobs by 2035 (all jobs: +3.5%).

What can AI already do for molecular and cellular biologists?

AI shows up regularly in 2 of 22 tasks, about 21m of a typical shift. The biggest ones:

  • Conduct applied research aimed at improvements in areas such as disease testing, crop quality, pharmaceuticals, and the harnessing of microbes to recycle waste. (16m a shift, AI mostly does it alone)
  • 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. (5m a shift, AI mostly does it alone)
Where do robots fit in?

Not in workplaces like this one, based on a 2026 review of robot deployments. 7 more tasks have only been done in factory setups built around the machine, so they stay with people here.

What still needs a person?

7h 39m of a typical shift, or 96%, goes to tasks with no AI or robot evidence yet. No AI usage or robot deployment has shown up for these so far. The biggest:

  • Perform laboratory procedures following protocols including deoxyribonucleic acid (DNA) sequencing, cloning and extraction, ribonucleic acid (RNA) purification, or gel electrophoresis. (1h 8m a shift)
  • Design molecular or cellular laboratory experiments, oversee their execution, and interpret results. (47m a shift)
  • Conduct research on cell organization and function, including mechanisms of gene expression, cellular bioinformatics, cell signaling, or cell differentiation. (47m a shift)
  • Prepare or review reports, manuscripts, or meeting presentations. (42m a shift)
  • Compile and analyze molecular or cellular experimental data and adjust experimental designs as necessary. (42m a shift)
Why is that work hard to automate?

Much of it comes down to where and how the work happens. In-person, hands-on and high-stakes work is where AI and robots have made the least headway so far. In the official O*NET survey of people in this job:

  • 69% carry high or very high responsibility for other workers' safety
  • 65% talk face to face with others every day
  • 58% use their hands on tools, objects or controls more than half the time
Are employers still hiring molecular and cellular biologists?

On Indeed, job postings in the Scientific Research & Development sector are at 84% of their February 2020 level (all U.S. postings: 104%), up 19.9% from a year earlier, as of Oct 9, 2026. BLS separately expects about 4,300 openings a year in this job through 2035. Across all U.S. postings, 7.3% now mention AI skills. Sector postings cover more than this one job and move for many reasons besides AI.

How much do molecular and cellular biologists make?

The median pay is about $98,920 a year ($47.56 an hour), 94% above the median for all U.S. jobs ($50,980). Most people in this job earn between $60,430 and $168,010 a year; that range covers the middle 80%. Pay figures are from BLS, May 2025, and vary a lot by state and employer. Pick a state to compare:

Is this job growing or shrinking?

BLS projects growth of 4.7% from 2025 to 2035, compared with 3.5% growth for all jobs. That's about 62,000 jobs in 2035. It expects about 4,300 openings a year, mostly from people retiring or changing careers. These projections don't single out AI as a cause.

How many molecular and cellular biologists are there in the U.S.?

About 56,000 people in the U.S., roughly 0.04% of all workers (BLS, May 2025). That makes it the 369th largest of the 796 jobs on this site. BLS expects about 62,000 in 2035.

What training do molecular and cellular biologists need?

The most common requirement is post-doctoral training: about 35% of people in the job said so in the official O*NET survey. O*NET rates the job at level 5 of 5 for preparation, which usually means: graduate degree. Requirements vary by state and employer, especially for licensed work.

What should I learn to stay ahead of AI?

These come from the job's official skill ratings and from the tasks that AI and robots touch least today. Building them keeps you strong in the parts of the work that still need a person:

  • Skills that matter more here than in most jobs: Science, Mathematics, Learning Strategies, Operations Analysis
  • Get strong at the parts of the job that stay with people (listed above), which take 7h 39m of a typical shift
  • Tools employers list: R, Microsoft PowerPoint, Microsoft Office software, Microsoft Excel, Adobe Illustrator
  • Learn to use AI well on the tasks where it already shows up in this job (listed above)
What other jobs could molecular and cellular biologists move into?

These use similar skills. Matches come from 109 official ratings of skills, knowledge and work activities, and each needs the same or less preparation unless the official list relates the jobs directly:

  • Biochemists and Biophysicists (43m touched, $127k median pay)
  • Geneticists (3h 36m touched, $99k median pay)
  • Microbiologists (1h 10m touched, $88k median pay)
  • Bioinformatics Scientists (3h 38m touched, $99k median pay)
  • Postsecondary Biological Science Teachers (3h 18m touched, $85k median pay)
How solid are these numbers?

Each task carries its own evidence label. For this job: 2 observed in real AI use, 20 with no AI or robot evidence found. The minutes per task are estimates, not measured hours, and "no evidence" doesn't prove a task is safe.

Tools in demand

  • R
  • Adobe Illustrator
  • C++
  • Git
  • Microsoft Access

Plus everyday office tools: Microsoft PowerPoint, Microsoft Office software, Microsoft Excel.

Also called

Biologist, Biology Researcher, Cell Biologist, Cell Biology Scientist, Cellular Biologist, DNA Sequencing Associate, Electrophysiologist, Molecular Biologist, Molecular Biology Researcher, Molecular Biology Scientist, Molecular Biology Specialist, Molecular Research Biologist, Molecular Research Scientist, Neurophysiologist