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STRATUSWORKFORCE SCAN
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Residential Advisors

Coordinate activities in resident facilities in secondary school and college dormitories, group homes, or similar establishments. Order supplies and determine need for maintenance, repairs, and furnishings. May maintain household records and assign rooms. May assist residents with problem solving or refer them to counseling resources.

84,760 people do this job in the US. $42,240 a year.

now
28%

of the working time. Estimate.

Kinds of work
  • 30%
  • 29%
  • 41%
7%

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: 30% 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, 1%. With Claude Mythos Preview (early), measured in April 2026, 26%. Today's estimate: 28%.

0%10%20%30%40%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: 1% within reachClaude 3.7 Sonnet, February 2025: 1% within reacho3, April 2025: 4% within reachGPT-5, August 2025: 6% within reachGemini 3 Pro, November 2025: 10% within reachClaude Opus 4.5, November 2025: 10% within reachGPT-5.2, December 2025: 12% within reachClaude Opus 4.6, February 2026: 13% within reachClaude Mythos Preview (early), April 2026: 26% within reachToday (estimate), September 2026: 28% 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 . 30 tasks from .

TaskKind
Supervise, train, and evaluate residence hall staff, including resident assistants, participants in work-study programs, and other student workers.Done daily by most who do it. 16%1.7 h50 min to 2.5 hStays with people
Enforce rules and regulations to ensure the smooth and orderly operation of dormitory programs.Done daily by most who do it. 6%25 min8 min to 50 minStays with people
Mediate interpersonal problems between residents.Done daily by most who do it. 6%50 min17 min to 1.7 hStays with people
Collaborate with counselors to develop counseling programs that address the needs of individual students.Done more than monthly by most who do it. 6%1.3 h25 min to 2.1 hStays with people
Make regular rounds to ensure that residents and areas are safe and secure.Done daily by most who do it. 5%25 min17 min to 1.3 hStays with people
Chaperone group-sponsored trips and social functions.Done more than yearly by most who do it. 5%3.3 h1.7 h to 6.7 hStays with people
Develop and coordinate educational programs for residents.Done more than weekly by most who do it. 5%1.7 h50 min to 4.2 h82%Half by now
Observe students to detect and report unusual behavior.Done daily by most who do it. 5%25 min8 min to 1.3 hStays with people
Communicate with other staff to resolve problems with individual students.Done daily by most who do it. 4%25 min8 min to 50 min100%Half by now
Provide transportation or escort for expeditions, such as shopping trips or visits to doctors or dentists.Done daily by most who do it.4%1.7 h50 min to 2.5 hStays with people
Oversee departmental budget.Done daily by most who do it.4%1.7 h50 min to 3.3 h90%Half by now
Develop program plans for individuals or assist in plan development.Done daily by most who do it. AI observed on this task.4%1.3 h38 min to 2.5 h97%Half by now

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.