Healthcare Practitioners and Technical · United States (national)
Genetic Counselors
How exposed this work is to automation, shown as ranges with the reasoning and sources.
The short version: this role is moderately exposed to automation, and a near-term shift looks unlikely.
It is a sourced range, not a verdict, and the detail is below.
Built on O*NET tasks, BLS pay and projections, and peer-reviewed AI-exposure research. Sources shown.
Data snapshot SNAPSHOT-2026-11-06. How it works
AI / softwarerange 51.2 to 75.2
Physical / roboticsrange 0.0 to 20.4
When the change is likely
Largely unaffectedlocal demand growing
What to do about it
Use AI to outpace AI.
Strategies to protect your livelihood, most important first.
1
Stay sharp; urgency is low
This role looks durable. Keep your skills current and watch for shifts in your field.
2
Lean into the human edge
The exposed parts are routine and cognitive. Invest in judgment, client relationships, and complex problem-solving that AI still cannot do.
3
Pivot toward Clinical Neuropsychologists
It is skill-adjacent and less exposed (27.8 vs 63). A lateral move now beats a forced one later.
4
Build a financial buffer
Keep 6 to 12 months of expenses and diversify your income, so a disruption is a setback rather than a catastrophe.
5
Add a recognised credential
A certification or license raises the bar against automation and signals value in a tightening market.
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Which of my tasks are exposed
Interpret laboratory results and communicate findings to patients or physicians.
50.0
Discuss testing options and the associated risks, benefits and limitations with patients and families to assist them in making informed decisions.
100.0
Analyze genetic information to identify patients or families at risk for specific disorders or syndromes.
50.0
Provide counseling to patient and family members by providing information, education, or reassurance.
100.0
Write detailed consultation reports to provide information on complex genetic concepts to patients or referring physicians.
50.0
Provide genetic counseling in specified areas of clinical genetics, such as obstetrics, pediatrics, oncology and neurology.
100.0
Determine or coordinate treatment plans by requesting laboratory services, reviewing genetics or counseling literature, and considering histories or diagnostic data.
50.0
Interview patients or review medical records to obtain comprehensive patient or family medical histories, and document findings.
50.0
Longer, orange bars are more automatable; short green bars are resistant.
What is driving my result
lowers risk
raises risk
Task: Discuss testing options and the associated risks, benefits and limitations with patients and families to assist them in making informed decisions.
Task: Provide counseling to patient and family members by providing information, education, or reassurance.
Local demand is growing
Lower-risk adjacent roles
Clinical Neuropsychologists
27.8
Clinical Nurse Specialists
33.3
Pediatricians, General
36.7
Family Medicine Physicians
37.5
Advanced Practice Psychiatric Nurses
44.4
Psychiatrists
52.2
A full, ranked mitigation plan is part of the paid tiers.
How this score is calculated
Map Genetic Counselors to its standard O*NET task list (8 core tasks).
Score each task for AI/software exposure (Eloundou et al. 2023) and physical/robotics exposure (an O*NET work-context proxy), each 0 to 100.
The two axis scores are the task averages: AI 63.2, robotics 8.4.
The timeline comes from the higher axis (63.2), shifted for local demand (growing), and seniority. It is read against your remaining working years.
Ranges are about ±12 points. A backtest against real BLS employment change shows the risk ranking holds in aggregate, but individual outcomes are predicted weakly, so results are ranges, never a flat verdict.
Sources: O*NET, Eloundou et al. (2023), GPTs are GPTs, O*NET Work Context, BLS CPI-U, BLS OEWS.
Snapshot SNAPSHOT-2026-11-06. Full method and backtest on How it works.