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Genetic Counselors

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.

3,740 people do this job in the US. $100,040 a year.

now
68%

of the working time. Estimate.

Kinds of work
  • 86%
  • 14%
  • 0%
1%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 86% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 60%. Today's estimate: 68%.

0%25%50%75%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 5% within reachGPT-5, August 2025: 8% within reachGemini 3 Pro, November 2025: 17% within reachClaude Opus 4.5, November 2025: 17% within reachGPT-5.2, December 2025: 23% within reachClaude Opus 4.6, February 2026: 25% within reachClaude Mythos Preview (early), April 2026: 60% within reachToday (estimate), September 2026: 68% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 19 tasks from .

TaskKind
Write detailed consultation reports to provide information on complex genetic concepts to patients or referring physicians.Done several times a day by most who do it. 14%1.7 h50 min to 3.3 h90%Half by now
Analyze genetic information to identify patients or families at risk for specific disorders or syndromes.Done several times a day by most who do it. 10%1.3 h25 min to 2.5 h87%Half by now
Provide genetic counseling in specified areas of clinical genetics, such as obstetrics, pediatrics, oncology and neurology.Done hourly or more by most who do it. 8%1.1 h25 min to 2.1 h95%Half by now
Interview patients or review medical records to obtain comprehensive patient or family medical histories, and document findings.Done several times a day by most who do it. AI observed on this task.7%50 min25 min to 1.7 hStays with people
Discuss testing options and the associated risks, benefits and limitations with patients and families to assist them in making informed decisions.Done several times a day by most who do it. 7%50 min17 min to 1.7 hStays with people
Engage in research activities related to the field of medical genetics or genetic counseling.Done more than yearly by most who do it. 7%2.1 work days3.3 h to 1.7 work weeks1%Half by Sep 2028
Provide counseling to patient and family members by providing information, education, or reassurance.Done several times a day by most who do it. 6%50 min25 min to 1.7 h99%Half by now
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.Done several times a day by most who do it. 6%50 min25 min to 1.7 h99%Half by now
Prepare or provide genetics-related educational materials to patients or medical personnel.Done more than weekly by most who do it. 6%1.7 h38 min to 3.3 h80%Half by now
Determine or coordinate treatment plans by requesting laboratory services, reviewing genetics or counseling literature, and considering histories or diagnostic data.Done daily by most who do it. 5%1.3 h25 min to 2.5 h87%Half by now
Interpret laboratory results and communicate findings to patients or physicians.Done several times a day by most who do it. 5%38 min17 min to 1.3 h100%Half by now
Evaluate or make recommendations for standards of care or clinical operations, ensuring compliance with applicable regulations, ethics, legislation, or policies.Done more than yearly by most who do it. 5%2.5 h50 min to 6.7 h46%Half by Oct 2026

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.

Where this job works

The industry groups that employ the most of it (BLS, May 2025).

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025).