Will AI replace Residential Advisors?
Work in Residential Advisors sits in the in-between: AI reaches some of it (~24% in theory) but is only measured doing about 7% today — part human, part machine.
O*NET-SOC 39-9041
How your 20 core tasks split
Top = what GPT-4 judged AI could speed up. Bottom = how much AI was actually used for these tasks (Anthropic's March 2026 report, usage from Aug & Nov 2025). The gap is the real story.
Back in 2023, GPT-4 judged AI could, in theory, assist with a relatively low share of this job's tasks (~24%). By late 2025, real-world AI use had reached about 7% of its task activity (growing but still limited). The gap between that 2023 forecast and today is the real story.
Where this job sits among 738 jobs
Each dot is one of 738 U.S. jobs. Right = AI can do more of it. Up = AI is actually used more.
The signals here line up
Theoretical reach (~24%), real-world use (~7%) and the task-level picture mostly agree — so this read is more reliable than for jobs where the signals contradict each other. Even so, AI-risk estimates shift by model (a 2026 study saw the "high-risk" share swing 2.7%–51.5%), so treat these as directional, not destiny.
See all 20 tasks, ratedBased on real task-level AI scores — click to collapse
- Answer telephones, and route calls or deliver messages.
- Compile information such as residents' daily activities and the quantities of supplies used to prepare required reports.
- Determine the need for facility maintenance and repair, and notify appropriate personnel.
- Collaborate with counselors to develop counseling programs that address the needs of individual students.
- Develop and coordinate educational programs for residents.
- Develop program plans for individuals or assist in plan development.
- Provide requested information on students' progress and the development of case plans.
- Order supplies for facilities.
- Communicate with other staff to resolve problems with individual students.
- Observe students to detect and report unusual behavior.
- Supervise, train, and evaluate residence hall staff, including resident assistants, participants in work-study programs, and other student workers.
- Provide emergency first aid and summon medical assistance when necessary.
- Make regular rounds to ensure that residents and areas are safe and secure.
- Mediate interpersonal problems between residents.
- Enforce rules and regulations to ensure the smooth and orderly operation of dormitory programs.
- Confer with medical personnel to better understand the backgrounds and needs of individual residents.
- Administer, coordinate, or recommend disciplinary and corrective actions.
- Counsel students in the handling of issues such as family, financial, and educational problems.
- Hold regular meetings with each assigned unit.
- Chaperone group-sponsored trips and social functions.
How we measured this — and how fresh it is
AI's theoretical reach data: 2023
From GPTs-are-GPTs (Eloundou et al.), where GPT-4 rated how much of each task an AI tool could meaningfully speed up. This is the most recent open, commercially-usable occupation-level potential dataset — it dates to 2023. Newer multi-model re-runs exist but swing wildly (one 2026 study saw "high-risk" jobs range 2.7%–51.5% by model) and aren't openly licensed, so we show the stable 2023 baseline and pair it with newer real-world data.
Real-world AI use 2026 report
From the Anthropic Economic Index, which observes how real Claude conversations map onto each occupation's tasks. Published in Anthropic's March 2026 labor-market report, based on usage measured in Aug & Nov 2025 (Sonnet 4 / 4.5).
Task list & ratings O*NET 30.3
Tasks come from O*NET 30.3. Each task's "AI can do / speeds up / still on you" tier uses the real task-level exposure scores from GPTs-are-GPTs (E1 / E2 / E0) — not a guess from keywords.
Sources: O*NET 30.3 (CC BY 4.0) · GPTs-are-GPTs (MIT, 2023) · Anthropic Economic Index (CC BY, Aug & Nov 2025). Page compiled June 2026. "O*NET" is a trademark of the U.S. Department of Labor.
This page is for general informational purposes only and is not career, financial, or employment advice. AI exposure reflects research estimates of task overlap, not predictions about any individual's job, employer, or future employment.