Will AI replace Genetic Counselors?
Healthcare Practitioners and Technical · O*NET 29-9092.00
Task exposure index for this occupation
Averaged across the week, this work sits at the high end of the exposure scale. O*NET breaks Genetic Counselors into 24 distinct work activities. Weighted by how much of the week each one takes, 69% of the job sits at or above the threshold where current systems can do the task end to end. The single largest contributor is "Communicate detailed medical information to patients or family members", which scores 68 and takes roughly 15% of the week. That is the average for the job title. It is not a measurement of any particular person’s week, and the difference between the two is usually larger than the difference between job titles.
Model v1.2 · activity indices last updated 18 August 2026
What this occupation does
Assess individual or family risk for a variety of inherited conditions, such as genetic disorders and birth defects. Provide information to other healthcare providers or to individuals and families concerned with the risk of inherited conditions. Advise individuals and families to support informed decisionmaking and coping methods for those at risk. May help conduct research related to genetic conditions or genetic counseling.
The most exposed parts of the job
Scored 0–100 on how completely a current system could perform the activity.
- Record patient medical histories.95
About 2% of a typical week
- Write grant proposals.93
About 1% of a typical week
- Analyze patient data to determine patient needs or treatment goals.86
About 2% of a typical week
- Prepare proposals or grant applications to obtain project funding.85
About 1% of a typical week
- Prepare reports summarizing patient diagnostic or care activities.83
About 6% of a typical week
The least exposed parts
The same scale. These are the activities current systems handle worst.
- Refer patients to other healthcare practitioners or health resources.18
About 5% of a typical week
- Interact with patients to build rapport or provide emotional support.22
About 3% of a typical week
- Train medical providers.34
About 2% of a typical week
- Conduct health or safety training programs.36
About 2% of a typical week
- Inform medical professionals regarding patient conditions and care.40
About 3% of a typical week
How far off the rest is
Of those 24 activities, 10 can be performed by systems available today and 3 are outside what current approaches do at all. The remaining 11 sit in between — demonstrated in research or in narrow products, but not something you can hand over whole. We do not put dates on that middle group, because nobody can.
Compared with similar occupations
The nearest scoring roles in Healthcare Practitioners and Technical.
- Genetic Counselors (this page)61
- Psychiatrists59
- Radiologists58
- Physicians, Pathologists58
Why your own number is different
Two people with the title "Genetic Counselors" can spend their weeks on almost entirely different parts of this list, and the parts they choose move the number far more than the title does. Who signs off when the work is wrong, whether the job needs you physically present, and how fast you have picked up the tools all change it again — and none of that is in an occupation average.
The assessment asks you to divide your own week across these activities and answer fourteen questions about the parts of the job an occupation average cannot see. It takes six to nine minutes.
Score my own roleFree to take. The full report is a paid subscription — the price and its terms are on the pricing section, before you start.
Questions
Will AI replace Genetic Counselors?
We do not answer that, because nobody can. What is measurable is how much of the work is already doable by machine: for Genetic Counselors, about 69% of a typical week, across 24 activities. The other 31% is not, and what happens to the job depends on things this index does not contain — cost, regulation, who carries the liability, and what the people doing it decide to do next.
What part of this job is most exposed?
"Record patient medical histories" — it scores 95 out of 100 on task automatability and takes roughly 2% of the week.
What part is least exposed?
"Refer patients to other healthcare practitioners or health resources", at 18 out of 100. Work like that is where the hours you protect tend to be worth the most.
Where do these numbers come from?
The activity list and the time weights come from O*NET 30.3, the US Department of Labor's occupational database. The exposure score for each activity is ours, from a published model — the weights, the priors and the limitations are all on the methodology page. No language model is involved in the arithmetic.
Does this apply to my job?
Only roughly. This is the average for the title, and the number that matters is the one for the week you actually work. The assessment asks you to divide your own time across these activities and answer fourteen questions about accountability, the parts of the job that need you specifically, and how fast you have adapted. That produces a different number, and usually a more useful one.
The full model — the weights, the priors and what it cannot see — is on the methodology page.