Takeover Tracker
33%medium risk

Molecular and Cellular Biologists

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

Higher risk than 56% of occupations
Checking for existing plan...

How AI Impacts Each Task

23 tasks analyzed

Maintain accurate laboratory records and data.

Risk: 84.0%AI: 87EstimatedTime: 6%

Design molecular or cellular laboratory experiments, oversee their execution, and interpret results.

Risk: 55.4%AI: 70.97ObservedTime: 10%

Compile and analyze molecular or cellular experimental data and adjust experimental designs as necessary.

Risk: 52.7%AI: 64.28ObservedTime: 10%

Conduct research on cell organization and function, including mechanisms of gene expression, cellular bioinformatics, cell signaling, or cell differentiation.

Risk: 51.0%AI: 60EstimatedTime: 10%

Perform laboratory procedures following protocols including deoxyribonucleic acid (DNA) sequencing, cloning and extraction, ribonucleic acid (RNA) purification, or gel electrophoresis.

Risk: 55.2%AI: 55.53ObservedTime: 8%

Supervise technical personnel and postdoctoral research fellows.

Risk: 19.0%AI: 10EstimatedTime: 5%

Direct, coordinate, organize, or prioritize biological laboratory activities.

Risk: 37.5%AI: 56.25ObservedTime: 4%

Prepare reports, manuscripts, and meeting presentations.

Risk: 50.3%AI: 58.3ObservedTime: 3%

Instruct undergraduate and graduate students within the areas of cellular or molecular biology.

Risk: 35.3%AI: 50.7ObservedTime: 4%

Monitor or operate specialized equipment such as gas chromatographs and high pressure liquid chromatographs, electrophoresis units, thermocyclers, fluorescence activated cell sorters, and phosphorimagers.

Risk: 49.0%AI: 40EstimatedTime: 4%

Develop assays that monitor cell characteristics.

Risk: 47.0%AI: 50EstimatedTime: 4%

Coordinate molecular or cellular research activities with scientists specializing in other fields.

Risk: 23.0%AI: 20EstimatedTime: 3%

Evaluate new technologies to enhance or complement current research.

Risk: 47.0%AI: 50EstimatedTime: 3%

Provide scientific direction for project teams regarding the evaluation or handling of devices, drugs, or cells for in vitro and in vivo disease models.

Risk: 23.0%AI: 20EstimatedTime: 3%

Develop guidelines for procedures such as the management of viruses.

Risk: 53.0%AI: 65EstimatedTime: 2%

Evaluate new supplies and equipment to ensure operability in specific laboratory settings.

Risk: 69.2%AI: 50EstimatedTime: 2%

Verify all financial, physical, and human resources assigned to research or development projects are used as planned.

Risk: 77.2%AI: 70EstimatedTime: 2%

Conduct applied research aimed at improvements in areas such as disease testing, crop quality, pharmaceuticals, and the harnessing of microbes to recycle waste.

Risk: 50.3%AI: 58.15ObservedTime: 3%

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.

Risk: 49.4%AI: 56.03ObservedTime: 2%

Design databases such as mutagenesis libraries.

Risk: 59.0%AI: 80EstimatedTime: 2%

Confer with vendors to evaluate new equipment or reagents or to discuss the customization of product lines to meet user requirements.

Risk: 23.0%AI: 20EstimatedTime: 2%

Prepare or review reports, manuscripts, or meeting presentations.

Risk: 59.0%AI: 80EstimatedTime: 3%

Write grant applications to obtain funding.

Risk: 57.0%AI: 75EstimatedTime: 5%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Molecular and Cellular Biologists skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.7pt risk+$5K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.7pt risk+$6K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Pluralsightadvanced

Design Patterns in C# and .NET

by Pluralsight

20 hours$29/mo4.6
Strengthens resilience: Complex Problem Solving

Estimated Impact

-2.3pt risk+$4K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Score History

Risk score over 2 scoring runs

-0.4

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School4%
Bachelor's Degree30%
Doctoral/Professional Degree13%
Level 1122%
Level 1230%

Prior Experience Needed

Work experience required to enter this job

None22%
1-2 years22%
2-4 years26%
4-6 years13%
6-8 years13%
Over 10 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

None13%
Up to 1 month13%
1-3 months17%
3-6 months17%
6 months - 1 year22%
1-2 years9%
2-4 years4%
6-8 years4%

Related News

Recent articles about AI affecting this occupation

4 articles

Computational tools are reshaping the daily tasks of research scientists.

Early-stage biological research is increasingly shifting from physical lab work to computer-based modeling. This transition requires scientists to blend traditional bench skills with computational expertise before ever touching a pipette.

Forbes AIJun 5

Google's AI Co-Scientist tool reshapes medical research workflows

Google is developing an AI Co-Scientist tool designed to accelerate disease research by assisting human scientists. The technology aims to augment rather than replace researchers, shifting their daily workflows toward managing AI-driven breakthroughs.

Business Insider TechMay 27

Bristol Myers taps Anthropic's AI to automate drug discovery processes

The pharmaceutical giant is integrating Claude AI to accelerate research, potentially shifting the daily tasks of its scientists. This move signals a growing reliance on LLMs to handle data-heavy analysis in biotech.

ReutersMay 20

DeepMind's 'Co-Scientist' AI Automates Biotech Research Tasks

Biologists are now using an AI tool to successfully identify novel factors for rejuvenating human cells, signaling a shift where AI acts as a research partner rather than just a data processor.

Google DeepMindMay 18

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis