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Social and Human Service Assistants

Assist other social and human service providers in providing client services in a wide variety of fields, such as psychology, rehabilitation, or social work, including support for families. May assist clients in identifying and obtaining available benefits and social and community services. May assist social workers with developing, organizing, and conducting programs to prevent and resolve problems relevant to substance abuse, human relationships, rehabilitation, or dependent care.

437,860 people do this job in the US. $45,930 a year.

now
44%

of the working time. Estimate.

Kinds of work
  • 46%
  • 20%
  • 34%
0%

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: 46% 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, 41%. Today's estimate: 44%.

0%25%50%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: 6% within reachGPT-5, August 2025: 9% within reachGemini 3 Pro, November 2025: 15% within reachClaude Opus 4.5, November 2025: 15% within reachGPT-5.2, December 2025: 20% within reachClaude Opus 4.6, February 2026: 21% within reachClaude Mythos Preview (early), April 2026: 41% within reachToday (estimate), September 2026: 44% 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
Oversee day-to-day group activities of residents in institution.Done daily by most who do it.24%2.5 h50 min to 5 hStays with people
Interview individuals or family members to compile information on social, educational, criminal, institutional, or drug history.Done more than monthly by most who do it. 12%1.3 h38 min to 2.1 hStays with people
Assess clients' cognitive abilities and physical and emotional needs to determine appropriate interventions.Done daily by most who do it. 12%50 min25 min to 1.7 h99%Half by now
Assist in locating housing for displaced individuals.Done more than yearly by most who do it.11%1.7 h50 min to 4.2 h82%Half by now
Develop and implement behavioral management and care plans for clients.Done more than monthly by most who do it. 9%1.3 h38 min to 2.5 h97%Half by now
Visit individuals in homes or attend group meetings to provide information on agency services, requirements, or procedures.Done daily by most who do it. 6%50 min25 min to 1.7 hStays with people
Advise clients regarding food stamps, child care, food, money management, sanitation, or housekeeping.Done more than monthly by most who do it. 6%38 min17 min to 1.3 hStays with people
Keep records or prepare reports for owner or management concerning visits with clients.Done daily by most who do it. 6%33 min13 min to 1.3 h99%Half by now
Provide information or refer individuals to public or private agencies or community services for assistance.Done more than monthly by most who do it. 4%25 min13 min to 1.3 h100%Half by now
Submit reports and review reports or problems with superior.Done more than weekly by most who do it. 3%25 min13 min to 50 min100%Half by now
Transport and accompany clients to shopping areas or to appointments, using automobile.Done yearly or less by most who do it.2%1.3 h38 min to 2.5 hStays with people
Consult with supervisor concerning programs for individual families.Done more than monthly by most who do it.2%33 min13 min to 1.3 hStays with people

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.