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JOB REPORT / 29-9092 · 19 TASKS

Genetic Counselors.

Can AI do the work of Genetic Counselors?

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?

Drag the dot. There’s no wrong answer; it starts at our estimate.

Starting pointOur estimate

The mark shows what’s typical for this job.

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

  • Prepare or provide genetics-related educational materials to patients…
  • Write detailed consultation reports to provide information on complex…
  • Determine or coordinate treatment plans by requesting laboratory services…

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A guided certificate program in AI-assisted Genetic Counselors work. It covers the 19 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

19 of 19 tasks reviewed

We went through all 19 core tasks in this job, one at a time.

Task by task, from the work Genetic Counselors 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.

  1. TASK 01

    Prepare or provide genetics-related educational materials to patients or medical personnel.

    AI DOES

    Drafts plain-language handouts, FAQs, and slide decks about genetic conditions and inheritance patterns

    YOU DO

    Read the room — adjust tone, depth, and emphasis based on what this specific person needs right now

  2. TASK 02

    Write detailed consultation reports to provide information on complex genetic concepts to patients or referring physicians.

    AI DOES

    Drafts report sections, explains complex gene terms in plain language, and suggests standard phrasing

    YOU DO

    Apply your clinical judgment and personal knowledge of each patient's full story

  3. TASK 03

    Determine or coordinate treatment plans by requesting laboratory services, reviewing genetics or counseling literature, and considering histories or diagnostic data.

    AI DOES

    Searches genetics literature, summarizes diagnostic data, and drafts treatment options for review

    YOU DO

    Apply clinical judgment, weigh patient values, and take responsibility for final care decisions

  4. TASK 04

    Design and conduct genetics training programs for physicians, graduate students, other health professions or the general community.

    AI DOES

    Drafts lesson plans, summarizes latest research, generates quiz questions, and builds presentation slides

    YOU DO

    Lead live sessions, read the room, answer complex clinical questions, and adapt teaching to each audience

  5. TASK 05

    Engage in research activities related to the field of medical genetics or genetic counseling.

    AI DOES

    Searches databases, summarizes studies, flags relevant findings, and drafts literature reviews

    YOU DO

    Judge which research questions matter most and how findings apply to real clinical and ethical situations

  6. TASK 06

    Interview patients or review medical records to obtain comprehensive patient or family medical histories, and document findings.

    AI DOES

    Summarizes medical records, flags relevant history patterns, and drafts documentation templates

    YOU DO

    Build patient trust and catch emotional or unstated details during live interviews

  7. TASK 07

    Provide patients with information about the inheritance of conditions such as cardiovascular disease, Alzheimer's disease, diabetes, and various forms of cancer.

    AI DOES

    Summarizes inheritance patterns, risk statistics, and condition facts from medical literature

    YOU DO

    Read the room, build trust, and tailor sensitive information to each patient's unique situation

  8. TASK 08

    Identify funding sources and write grant proposals for eligible programs or services.

    AI DOES

    Searches funding databases, drafts proposal sections, and formats budgets

    YOU DO

    Bring deep program knowledge and make the case for community impact

  9. TASK 09

    Refer patients to specialists or community resources.

    AI DOES

    Searches specialist databases and community resource lists to surface options fast

    YOU DO

    Weigh each patient's full situation before making the right referral call

  10. TASK 10

    Collect for, or share with, research projects patient data on specific genetic disorders or syndromes.

    AI DOES

    Drafts data summaries, flags relevant records, and formats datasets for research teams

    YOU DO

    Verify consent, protect privacy, and make ethical calls about what data gets shared

  11. TASK 11

    Discuss testing options and the associated risks, benefits and limitations with patients and families to assist them in making informed decisions.

    AI DOES

    Drafts plain-language summaries of test options, risks, benefits, and limitations for counselors to review and personalize

    YOU DO

    Read the room, respond to fear and grief, and guide each unique family toward their own informed choice

  12. TASK 12

    Provide counseling to patient and family members by providing information, education, or reassurance.

    AI DOES

    Drafts plain-language explanations of genetic conditions and pulls together relevant research to support sessions

    YOU DO

    Read the room, build trust, and guide families through fear and hard decisions with empathy

  13. TASK 13

    Provide genetic counseling in specified areas of clinical genetics, such as obstetrics, pediatrics, oncology and neurology.

    AI DOES

    Summarizes genetic variant data, flags relevant research, and helps prep patient education materials

    YOU DO

    Build trust with patients, read emotional cues, and guide life-changing decisions with compassion

  14. TASK 14

    Assess patients' psychological or emotional needs, such as those relating to stress, fear of test results, financial issues, and marital conflicts to make referral recommendations or assist patients in managing test outcomes.

    AI DOES

    Summarizes patient history, flags common emotional risk factors, and suggests referral resources

    YOU DO

    Sit with the patient, read the room, and respond to their real feelings with genuine empathy

  15. TASK 15SOURCE-BACKED TASK

    Evaluate or make recommendations for standards of care or clinical operations, ensuring compliance with applicable regulations, ethics, legislation, or policies.

    AI DOES

    Analyzes compliance gaps and drafts policy recommendations

    YOU DO

    Apply clinical wisdom and ethical judgment

    About this analysis

    43% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  16. TASK 16SOURCE-BACKED TASK

    Interpret laboratory results and communicate findings to patients or physicians.

    AI DOES

    Flags abnormal values and suggests diagnoses

    YOU DO

    Explain what it means for this patient

    About this analysis

    16% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  17. TASK 17SOURCE-BACKED TASK

    Analyze genetic information to identify patients or families at risk for specific disorders or syndromes.

    AI DOES

    Scans genetic data for known risk patterns

    YOU DO

    Interpret results within family context

    About this analysis

    0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  18. TASK 18SOURCE-BACKED TASK

    Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in genetics.

    AI DOES

    Scans papers and highlights key findings

    YOU DO

    Judge what applies to your work

    About this analysis

    0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  19. TASK 19SOURCE-BACKED TASK

    Explain diagnostic procedures such as chorionic villus sampling (CVS), ultrasound, fetal blood sampling, and amniocentesis.

    AI DOES

    Generates detailed explanations of each procedure

    YOU DO

    Tailor the message to each patient

    About this analysis

    0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

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Data sources and attribution

This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. rtwoai has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.

Wage and employment figures are from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (2025). Job outlook is from the BLS Employment Projections program, 2024–34. BLS data are in the public domain. BLS has not reviewed or endorsed this page.

Task collaboration data is from the Anthropic Economic Index, release 2025-03-27, used under the CC BY 4.0 license. Anthropic has not reviewed or endorsed this page.

How we describe AI use in each task is our own characterization, not a measurement of whether AI can replace this job. Microsoft note that their metrics "should not be misconstrued or misrepresented as measuring the ability of AI to replace jobs," and that there is more to an occupation than the sum of its tasks.

Can AI do the work of Genetic Counselors? — rtwoai