JOB REPORT / 19-1029 · 88 TASKS

Biological Scientists, All Other.

Can AI do the work of Biological Scientists, All Others?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

How does this fit your work?

How many tasks do you use AI to assist with at work?

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The parts of your job AI can already do most of:

Analyze large molecular datasets
Prepare requests for proposals or statements of work
Provide statistical and computational tools for biologically based activities

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A guided certificate program in AI-assisted Biological Scientists, All Other work. It covers the 84 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

84 of 88 tasks reviewed

This job has 88 core tasks. We went through 84 of them, one at a time.

Task by task, from the work Biological Scientists, All Others actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

TASK 01
Analyze large molecular datasets, such as raw microarray data, genomic sequence data, or proteomics data, for clinical or basic research purposes.
AI DOES
Runs quality checks, aligns sequences, calls variants, and spots expression patterns in large datasets
YOU DO
Choose the right analysis approach and judge whether results make biological sense
TASK 02
Prepare requests for proposals or statements of work.
AI DOES
Drafts outlines, fills in standard sections, and suggests clear wording for proposals
YOU DO
Define the real science goals, technical specs, and project scope that only you know
TASK 03
Provide statistical and computational tools for biologically based activities, such as genetic analysis, measurement of gene expression, or gene function determination.
AI DOES
Generates analysis code, recommends statistical tests, and automates standard genomics pipelines
YOU DO
Interpret biological meaning and adapt tools to novel experimental questions
TASK 04
Prepare summary statistics of information regarding human genomes.
AI DOES
Runs statistical scripts, generates tables, and flags patterns in genome datasets
YOU DO
Verify data quality and decide which findings are scientifically meaningful
TASK 05
Maintain accurate laboratory records and data.
AI DOES
Auto-fills data templates, checks for missing entries, and flags inconsistencies in records
YOU DO
Verify that recorded data truly matches what happened at the bench
TASK 06
Prepare or review reports, manuscripts, or meeting presentations.
AI DOES
Drafts sections, checks grammar, summarizes data, and suggests slide layouts
YOU DO
Own your findings and decide what the science actually means
TASK 07
Program and use computers to store, process, and analyze data.
AI DOES
Writes data processing code, suggests analysis methods, and explains errors
YOU DO
Decide what the data means and whether the biology checks out
TASK 08
Write grant proposals to obtain funding for biological research.
AI DOES
Drafts background sections, edits for clarity, suggests funding sources, and formats documents
YOU DO
Bring the original scientific idea, lived lab experience, and trusted reputation that reviewers fund
TASK 09
Compile data for use in activities, such as gene expression profiling, genome annotation, or structural bioinformatics.
AI DOES
Searches public databases, formats genomic datasets, and flags relevant entries automatically
YOU DO
Judge data quality and make context-specific decisions about what biological data actually belongs in the analysis
TASK 10
Design and maintain genetics computer databases.
AI DOES
Writes database code, cleans data, and suggests structures
YOU DO
Decide what genetic data to track and how it connects to real biology
TASK 11
Create novel computational approaches and analytical tools as required by research goals.
AI DOES
Generates code drafts, suggests existing algorithms, explains methods, and debugs scripts
YOU DO
Define the research question and judge whether an approach is truly new and scientifically sound
TASK 12
Evaluate new technologies to enhance or complement current research.
AI DOES
Scans papers, compares specs, and summarizes pros and cons of new tools
YOU DO
Match technology to your unique research questions and lab context
TASK 13
Confer with information technology specialists to develop computer applications for genetic data analysis.
AI DOES
Drafts technical specs, suggests analysis pipelines, and writes starter code for genetic data tools
YOU DO
Judge whether the software captures the real biology and communicates clearly with the IT team
TASK 14
Write grant applications to obtain funding.
AI DOES
Drafts boilerplate sections, improves clarity, and formats citations
YOU DO
Own the research vision and make the scientific case only you can make
TASK 15
Write grants and papers or attend fundraising events to seek research funds.
AI DOES
Drafts grant sections, summarizes prior work, and checks writing clarity
YOU DO
Build relationships and make the case for your unique vision in person
TASK 16
Attend clinical and research conferences and read scientific literature to keep abreast of technological advances and current genetic research findings.
AI DOES
Summarizes new papers, tracks journals, and highlights key findings across thousands of articles
YOU DO
Decide which advances are worth pursuing and build real connections at conferences
TASK 17
Compile and analyze molecular or cellular experimental data and adjust experimental designs as necessary.
AI DOES
Sorts and visualizes data, flags statistical trends, and suggests known analysis methods
YOU DO
Interpret unexpected results and redesign experiments based on deep lab intuition
TASK 18
Prepare technical and research reports, such as environmental impact reports, and communicate the results to individuals in industry, government, or the general public.
AI DOES
Drafts report sections, summarizes data tables, checks grammar, and suggests plain-language explanations
YOU DO
Interpret what the results actually mean for real ecosystems and people, then own the conclusions
TASK 19
Collect and analyze biological data about relationships among and between organisms and their environment.
AI DOES
Searches for patterns in data, builds models, and summarizes findings from large biological datasets
YOU DO
Go into the field, collect real specimens, and judge whether findings make sense in context
TASK 20
Review reports and proposals, such as those relating to land use classifications and recreational development, for accuracy, adequacy, or adherence to policies, regulations, or scientific standards.
AI DOES
Scans documents for policy gaps, flags missing sections, and summarizes key findings
YOU DO
Apply field knowledge and scientific expertise to judge whether conclusions are actually sound
TASK 21
Improve user interfaces to bioinformatics software and databases.
AI DOES
Drafts UI layouts, writes front-end code snippets, and suggests accessibility improvements
YOU DO
Watch real users struggle and decide what changes actually help scientists think better
TASK 22
Communicate test results to state and federal representatives and general public.
AI DOES
Drafts reports, simplifies technical language, and suggests visuals for different audiences
YOU DO
Bring scientific authority and read the room for each audience
TASK 23
Develop protocols to improve existing genetic techniques or to incorporate new diagnostic procedures.
AI DOES
Searches research papers, compares existing protocols, and drafts structured procedure outlines
YOU DO
Bring hands-on lab knowledge and scientific judgment to validate and refine each protocol step
TASK 24
Design databases, such as mutagenesis libraries.
AI DOES
Suggests database schemas, auto-formats variant entries, and flags gaps in sequence coverage
YOU DO
Define the biological question and decide which mutations actually matter to study
TASK 25
Instruct medical students, graduate students, or others in methods or procedures for diagnosis and management of genetic disorders.
AI DOES
Generates lecture outlines, explains complex genetic concepts in plain language, and creates practice case studies
YOU DO
Read students' confusion, adapt on the fly, and mentor with real clinical wisdom
TASK 26
Plan or conduct basic genomic and biological research related to areas such as regulation of gene expression, protein interactions, metabolic networks, and nucleic acid or protein complexes.
AI DOES
Searches research literature, flags patterns in genomic datasets, and drafts experimental protocols
YOU DO
Design novel experiments, interpret unexpected results, and make judgment calls at the bench
TASK 27
Maintain laboratory notebooks that record research methods, procedures, and results.
AI DOES
Drafts structured notebook entries, suggests formatting, and flags missing procedure details
YOU DO
Record what you actually observed and verify every result is accurate
TASK 28
Conduct research on cell organization and function, including mechanisms of gene expression, cellular bioinformatics, cell signaling, or cell differentiation.
AI DOES
Searches papers, spots patterns in genomic data, and suggests hypotheses from existing research
YOU DO
Design experiments, interpret unexpected results, and decide what questions are worth asking
TASK 29
Prepare plans for management of renewable resources.
AI DOES
Summarizes research, drafts plan sections, and runs data models
YOU DO
Apply field experience and local ecosystem knowledge to finalize decisions
TASK 30
Develop assays that monitor cell characteristics.
AI DOES
Suggests assay designs, finds relevant literature, and helps analyze results
YOU DO
Run the physical experiments and interpret unexpected biological findings
TASK 31
Conduct family medical studies to evaluate the genetic basis for traits or diseases.
AI DOES
Scans genomic databases, flags known variants, and summarizes research literature
YOU DO
Build trust with families and apply clinical and ethical judgment to complex cases
TASK 32
Identify, classify, and study structure, behavior, ecology, physiology, nutrition, culture, and distribution of plant and animal species.
AI DOES
Helps identify species from photos, searches literature, analyzes data patterns, and assists with classification
YOU DO
Go into the field, handle specimens, design experiments, and make judgment calls about living organisms
TASK 33
Develop guidelines for procedures such as the management of viruses.
AI DOES
Drafts guideline frameworks, summarizes biosafety literature, and flags relevant regulations
YOU DO
Verify accuracy, apply lab-specific context, and sign off on safety-critical decisions
TASK 34
Verify all financial, physical, and human resources assigned to research or development projects are used as planned.
AI DOES
Pulls spending reports, flags budget variances, and summarizes resource usage data
YOU DO
Walk the lab, talk to the team, and judge whether real-world use matches the plan
TASK 35
Plan and administer biological research programs for government, research firms, medical industries, or manufacturing firms.
AI DOES
Searches literature, drafts grant sections, summarizes data, and suggests research designs
YOU DO
Own the scientific vision, build team relationships, and make judgment calls when results surprise you
TASK 36
Research environmental effects of present and potential uses of land and water areas, determining methods of improving environmental conditions or such outputs as crop yields.
AI DOES
Searches research literature, summarizes findings, analyzes environmental datasets, and helps model land/water use scenarios
YOU DO
Collect field samples, apply local ecological knowledge, and make judgment calls about what methods will actually work
TASK 37
Design molecular or cellular laboratory experiments, oversee their execution, and interpret results.
AI DOES
Suggests experimental designs, finds relevant protocols, and helps analyze data patterns
YOU DO
Bring deep domain intuition, run hands-on lab work, and judge what results actually mean in context
TASK 38
Evaluate, diagnose, or treat genetic diseases.
AI DOES
Searches genetic databases, flags known disease-linked variants, and summarizes relevant research papers
YOU DO
Apply clinical judgment, talk with patients, and make final diagnosis and treatment calls
TASK 39
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 DOES
Searches literature, summarizes market trends, drafts experimental plans, and flags data patterns
YOU DO
Run the lab work, judge scientific risk, and build trust across teams
TASK 40
Direct, coordinate, organize, or prioritize biological laboratory activities.
AI DOES
Suggests schedules, flags bottlenecks, and organizes lab data and protocols
YOU DO
Read the room, manage people, and make calls when things go wrong in the lab
TASK 41
Coordinate molecular or cellular research activities with scientists specializing in other fields.
AI DOES
Drafts meeting agendas, summarizes research updates, and suggests collaboration frameworks
YOU DO
Build trust across teams and make judgment calls about research priorities
TASK 42
Design sampling plans or coordinate the field collection of samples such as tissue specimens.
AI DOES
Suggests sampling strategies, calculates sample sizes, and flags gaps in coverage
YOU DO
Go into the field, handle specimens, and adapt to real conditions on the ground
TASK 43
Confer with vendors to evaluate new equipment or reagents or to discuss the customization of product lines to meet user requirements.
AI DOES
Summarizes product specs, compares reagent options, and drafts questions for vendor meetings
YOU DO
Bring your lab's specific needs and build the vendor relationship in person
TASK 44
Plan curatorial programs for species collections that include acquisition, distribution, maintenance, or regeneration.
AI DOES
Searches literature, flags genetic gaps in collections, summarizes breeding records, and drafts program outlines
YOU DO
Weigh conservation tradeoffs, build partner relationships, and make final calls on living collections
TASK 45
Develop pest management and control measures, and conduct risk assessments related to pest exclusion, using scientific methods.
AI DOES
Searches research literature, summarizes pest behavior data, and helps draft risk assessment reports
YOU DO
Go into the field, observe real conditions, and make safety-critical decisions about control methods
TASK 46SOURCE-BACKED TASK
Develop new software applications or customize existing applications to meet specific scientific project needs.
AI DOES
Generates code and suggests architecture patterns
YOU DO
Design for real scientific needs
About this analysis
60% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 47
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 DOES
Searches literature, summarizes protocols, and drafts experimental design options
YOU DO
Apply deep lab experience and real-time judgment to guide your team safely and effectively
TASK 48
Direct the work of technicians and information technology staff applying bioinformatics tools or applications in areas such as proteomics, transcriptomics, metabolomics, or clinical bioinformatics.
AI DOES
Drafts project plans, summarizes pipeline progress, and flags bottlenecks in bioinformatics workflows
YOU DO
Build team relationships and make calls when science or priorities shift unexpectedly
TASK 49
Represent employer in a technical capacity at conferences.
AI DOES
Drafts talking points, prepares slide summaries, and suggests answers to likely questions
YOU DO
Build trust face-to-face and make real-time judgment calls during Q&A
TASK 50
Confer with departments, such as marketing, business development, or operations, to coordinate product development or improvement.
AI DOES
Drafts meeting summaries, prepares data reports, and suggests talking points
YOU DO
Build trust across teams and make judgment calls that balance competing priorities
TASK 51
Participate in the development of endangered species breeding programs or species survival plans.
AI DOES
Analyzes genetic diversity data, flags inbreeding risks, and drafts breeding pair recommendations
YOU DO
Build trust with partner institutions and make final calls on animal welfare trade-offs
TASK 52
Develop and maintain liaisons and effective working relations with groups and individuals, agencies, and the public to encourage cooperative management strategies or to develop information and interpret findings.
AI DOES
Drafts emails, summarizes research findings, and creates plain-language reports for public audiences
YOU DO
Show up, listen, build trust, and negotiate face-to-face with real people and communities
TASK 53
Evaluate new supplies and equipment to ensure operability in specific laboratory settings.
AI DOES
Researches specs, compares product reviews, and flags compatibility issues with existing lab systems
YOU DO
Physically test equipment in your lab and judge real-world performance yourself
TASK 54
Supervise or direct the work of other geneticists, biologists, technicians, or biometricians working on genetics research projects.
AI DOES
Drafts meeting summaries, tracks project timelines, and flags research bottlenecks in data
YOU DO
Build trust, resolve team conflicts, and make judgment calls on research direction
TASK 55SOURCE-BACKED TASK
Prepare results of experimental findings for presentation at professional conferences or in scientific journals.
AI DOES
Generates charts, graphs, and draft text from data
YOU DO
Choose the story and defend conclusions
About this analysis
45% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 56
Study and manage wild animal populations.
AI DOES
Analyzes population data, identifies trends, and models habitat changes
YOU DO
Go into the field, observe animals directly, and make real-world management calls
TASK 57
Maintain laboratory safety programs and train personnel in laboratory safety techniques.
AI DOES
Drafts safety documents, quizzes, and training materials
YOU DO
Show up in person, demonstrate techniques, and judge whether staff truly understand
TASK 58SOURCE-BACKED TASK
Create or modify web-based bioinformatics tools.
AI DOES
Generates code templates and suggests algorithms
YOU DO
Design the tool's purpose and workflow
About this analysis
45% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 59SOURCE-BACKED TASK
Manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.
AI DOES
Queries databases and formats initial results
YOU DO
Choose the right analysis approach
About this analysis
44% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 60SOURCE-BACKED 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 DOES
Analyzes data patterns and suggests research directions
YOU DO
Design experiments and interpret real meaning
About this analysis
41% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 61SOURCE-BACKED TASK
Search scientific literature to select and modify methods and procedures most appropriate for genetic research goals.
AI DOES
Finds relevant papers and suggests standard protocols
YOU DO
Judge which methods fit your specific goals
About this analysis
40% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 62
Supervise biological technicians and technologists and other scientists.
AI DOES
Helps track team progress, draft feedback, and flag scheduling gaps
YOU DO
Build trust, read team dynamics, and make tough calls in the moment
TASK 63
Supervise technical personnel and postdoctoral research fellows.
AI DOES
Drafts feedback templates, tracks progress metrics, and suggests meeting agendas
YOU DO
Build relationships, read people, and guide careers with empathy and context
TASK 64SOURCE-BACKED TASK
Develop data models and databases.
AI DOES
Generates schema designs and optimizes queries
YOU DO
Choose what data serves the business
About this analysis
38% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 65
Verify that cytogenetic, molecular genetic, and related equipment and instrumentation is maintained in working condition to ensure accuracy and quality of experimental results.
AI DOES
Tracks maintenance logs, flags overdue calibrations, and surfaces equipment error patterns from records
YOU DO
Physically inspect, test, and certify each instrument is truly working correctly
TASK 66
Develop methods and apparatus for securing representative plant, animal, aquatic, or soil samples.
AI DOES
Searches research literature, drafts sampling protocol templates, and suggests equipment options
YOU DO
Test methods in real field conditions and adapt to the specific environment
TASK 67SOURCE-BACKED TASK
Design and apply bioinformatics algorithms including unsupervised and supervised machine learning, dynamic programming, or graphic algorithms.
AI DOES
Generates code templates and optimizes algorithm parameters
YOU DO
Choose the right approach for biological questions
About this analysis
31% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 68SOURCE-BACKED TASK
Recommend new systems and processes to improve operations.
AI DOES
Analyzes data patterns and suggests process improvements
YOU DO
Judge feasibility and lead the change
About this analysis
31% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 69SOURCE-BACKED TASK
Create or use statistical models for the analysis of genetic data.
AI DOES
Runs standard models and generates initial results
YOU DO
Choose the right approach and interpret meaning
About this analysis
30% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 70SOURCE-BACKED TASK
Test new and updated bioinformatics tools and software.
AI DOES
Runs automated test suites and flags basic errors
YOU DO
Judge if tools solve real research problems
About this analysis
29% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 71SOURCE-BACKED TASK
Collaborate with software developers in the development and modification of commercial bioinformatics software.
AI DOES
Generates code snippets and suggests algorithm improvements
YOU DO
Guide design decisions and user needs
About this analysis
21% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 72SOURCE-BACKED TASK
Study aquatic plants and animals and environmental conditions affecting them, such as radioactivity or pollution.
AI DOES
Processes data patterns and flags potential correlations
YOU DO
Design studies and interpret what it means
About this analysis
18% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 73SOURCE-BACKED TASK
Consult with researchers to analyze problems, recommend technology-based solutions, or determine computational strategies.
AI DOES
Analyzes data patterns and suggests technical approaches
YOU DO
Shape strategy based on real constraints
About this analysis
17% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 74SOURCE-BACKED TASK
Evaluate genetic data by performing appropriate mathematical or statistical calculations and analyses.
AI DOES
Runs statistical tests and generates analysis reports
YOU DO
Interpret results and guide next steps
About this analysis
17% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 75SOURCE-BACKED TASK
Study basic principles of plant and animal life, such as origin, relationship, development, anatomy, and function.
AI DOES
Generates summaries and visual diagrams of biological concepts
YOU DO
Connect patterns and ask deeper questions
About this analysis
16% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 76SOURCE-BACKED TASK
Communicate research results through conference presentations, scientific publications, or project reports.
AI DOES
Drafts slides, formats citations, and suggests visuals
YOU DO
Shape the story and deliver with impact
About this analysis
10% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 77SOURCE-BACKED TASK
Review, approve, or interpret genetic laboratory results.
AI DOES
Flags patterns and highlights key markers
YOU DO
Interpret meaning for each patient's story
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 78SOURCE-BACKED TASK
Instruct undergraduate and graduate students within the areas of cellular or molecular biology.
AI DOES
Creates lesson plans and practice problems
YOU DO
Adapt to each student's confusion
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 79SOURCE-BACKED TASK
Analyze determinants responsible for specific inherited traits, and devise methods for altering traits or producing new traits.
AI DOES
Processes genetic data and suggests modification pathways
YOU DO
Design safe experiments and ethical choices
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 80SOURCE-BACKED TASK
Keep abreast of new biochemistries, instrumentation, or software by reading scientific literature and attending professional conferences.
AI DOES
Scans papers and summarizes key findings
YOU DO
Judge what's truly breakthrough and relevant
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 81SOURCE-BACKED TASK
Collaborate with biologists and other professionals to conduct appropriate genetic and biochemical analyses.
AI DOES
Suggests analysis methods and interprets initial results
YOU DO
Choose the right approach and build trust
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 82SOURCE-BACKED TASK
Teach or supervise students and perform research at universities and colleges.
AI DOES
Generates lesson plans and research summaries
YOU DO
Inspire curiosity and guide discovery
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 83SOURCE-BACKED TASK
Instruct others in the selection and use of bioinformatics tools.
AI DOES
Generates tutorials and explains tool features
YOU DO
Choose the right tool for each learner
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 84SOURCE-BACKED TASK
Study reactions of plants, animals, and marine species to parasites.
AI DOES
Analyzes patterns in large datasets quickly
YOU DO
Design experiments and interpret meaning
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

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AT A GLANCE

Occupation: Biological Scientists, All Other
SOC code: 19-1029
Tasks reviewed: 84 of 88

How we assess

PAY & OUTLOOK

Compare pay by state

Median pay (national): $98,920 · BLS OEWS 2025
Median pay (Colorado): $93,970 · BLS OEWS 2025
Employed (national): 55,850
Employed in Colorado: 850
Job outlook: +1.2% by 2034 · ~4,800 openings/yr

Wages from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics. National figures cover the United States. Job outlook is national.

How does this fit your work?

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Your job, task by task.

Analyze large molecular datasets, such as raw microarray data, genomic sequence data, or proteomics data, for clinical or basic research purposes.

Prepare requests for proposals or statements of work.

Provide statistical and computational tools for biologically based activities, such as genetic analysis, measurement of gene expression, or gene function determination.

Prepare summary statistics of information regarding human genomes.

Maintain accurate laboratory records and data.

Prepare or review reports, manuscripts, or meeting presentations.

Program and use computers to store, process, and analyze data.

Write grant proposals to obtain funding for biological research.

Compile data for use in activities, such as gene expression profiling, genome annotation, or structural bioinformatics.

Design and maintain genetics computer databases.

Create novel computational approaches and analytical tools as required by research goals.

Evaluate new technologies to enhance or complement current research.

Confer with information technology specialists to develop computer applications for genetic data analysis.

Write grant applications to obtain funding.

Write grants and papers or attend fundraising events to seek research funds.

Attend clinical and research conferences and read scientific literature to keep abreast of technological advances and current genetic research findings.

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

Prepare technical and research reports, such as environmental impact reports, and communicate the results to individuals in industry, government, or the general public.

Collect and analyze biological data about relationships among and between organisms and their environment.

Review reports and proposals, such as those relating to land use classifications and recreational development, for accuracy, adequacy, or adherence to policies, regulations, or scientific standards.

Improve user interfaces to bioinformatics software and databases.

Communicate test results to state and federal representatives and general public.

Develop protocols to improve existing genetic techniques or to incorporate new diagnostic procedures.

Design databases, such as mutagenesis libraries.

Instruct medical students, graduate students, or others in methods or procedures for diagnosis and management of genetic disorders.

Plan or conduct basic genomic and biological research related to areas such as regulation of gene expression, protein interactions, metabolic networks, and nucleic acid or protein complexes.

Maintain laboratory notebooks that record research methods, procedures, and results.

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

Prepare plans for management of renewable resources.

Develop assays that monitor cell characteristics.

Conduct family medical studies to evaluate the genetic basis for traits or diseases.

Identify, classify, and study structure, behavior, ecology, physiology, nutrition, culture, and distribution of plant and animal species.

Develop guidelines for procedures such as the management of viruses.

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

Plan and administer biological research programs for government, research firms, medical industries, or manufacturing firms.

Research environmental effects of present and potential uses of land and water areas, determining methods of improving environmental conditions or such outputs as crop yields.

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

Evaluate, diagnose, or treat genetic diseases.

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.

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

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

Design sampling plans or coordinate the field collection of samples such as tissue specimens.

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

Plan curatorial programs for species collections that include acquisition, distribution, maintenance, or regeneration.

Develop pest management and control measures, and conduct risk assessments related to pest exclusion, using scientific methods.

Develop new software applications or customize existing applications to meet specific scientific project needs.

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

Direct the work of technicians and information technology staff applying bioinformatics tools or applications in areas such as proteomics, transcriptomics, metabolomics, or clinical bioinformatics.

Represent employer in a technical capacity at conferences.

Confer with departments, such as marketing, business development, or operations, to coordinate product development or improvement.

Participate in the development of endangered species breeding programs or species survival plans.

Develop and maintain liaisons and effective working relations with groups and individuals, agencies, and the public to encourage cooperative management strategies or to develop information and interpret findings.

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

Supervise or direct the work of other geneticists, biologists, technicians, or biometricians working on genetics research projects.

Prepare results of experimental findings for presentation at professional conferences or in scientific journals.

Study and manage wild animal populations.

Maintain laboratory safety programs and train personnel in laboratory safety techniques.

Create or modify web-based bioinformatics tools.

Manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.

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

Search scientific literature to select and modify methods and procedures most appropriate for genetic research goals.

Supervise biological technicians and technologists and other scientists.

Supervise technical personnel and postdoctoral research fellows.

Develop data models and databases.

Verify that cytogenetic, molecular genetic, and related equipment and instrumentation is maintained in working condition to ensure accuracy and quality of experimental results.

Develop methods and apparatus for securing representative plant, animal, aquatic, or soil samples.

Design and apply bioinformatics algorithms including unsupervised and supervised machine learning, dynamic programming, or graphic algorithms.

Recommend new systems and processes to improve operations.

Create or use statistical models for the analysis of genetic data.

Test new and updated bioinformatics tools and software.

Collaborate with software developers in the development and modification of commercial bioinformatics software.

Study aquatic plants and animals and environmental conditions affecting them, such as radioactivity or pollution.

Consult with researchers to analyze problems, recommend technology-based solutions, or determine computational strategies.

Evaluate genetic data by performing appropriate mathematical or statistical calculations and analyses.

Study basic principles of plant and animal life, such as origin, relationship, development, anatomy, and function.

Communicate research results through conference presentations, scientific publications, or project reports.

Review, approve, or interpret genetic laboratory results.

Practice AI.
Use your judgment.