EXPOSURE TO AI
35%
MODERATE
OBSERVED IN REAL USE · Anthropic 2026
0%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
A co-pilot is coming for the busywork, not the wheel.
35% of this role’s O*NET tasks are within reach of today’s AI. That is the core-weighted exposure score from Eloundou et al. 2023 (“GPTs are GPTs”). It measures a capability ceiling, not a headcount forecast. In the blast radius. A real slice of the work is already automatable. The rest isn’t.
WHAT AI CAN ALREADY DO
- Prepare and maintain records and case files, including documentation, such as clients' personal and eligibility information, services provided, narratives of client contacts, or relevant correspondence
- Develop rehabilitation plans that fit clients' aptitudes, education levels, physical abilities, and career goals
- Locate barriers to client employment, such as inaccessible work sites, inflexible schedules, or transportation problems, and work with clients to develop strategies for overcoming these barriers
- Monitor and record clients' progress to ensure that goals and objectives are met
- Participate in job development and placement programs, contacting prospective employers, placing clients in jobs, and evaluating the success of placements
WHAT IT STILL CAN’T
- Collaborate with clients' families to implement rehabilitation plans, such as behavioral, residential, social, or employment goals
- Develop and maintain relationships with community referral sources, such as schools or community groups
- Maintain close contact with clients during job training and placements to resolve problems and evaluate placement adequacy
- Arrange for on-site job coaching or assistive devices, such as specially equipped wheelchairs, to help clients adapt to work or school environments
- Confer with clients to discuss their options and goals so that rehabilitation programs and plans for accessing needed services can be developed
THE HONEST PART. A percentage is not a pink slip. High exposure usually means a role shrinks and shifts toward judgment, direction and responsibility: the parts a model can’t sign its name to. Exposure ≠ displacement. Breathe.
"My job is 35% cooked. What’s yours?"
SOURCES: O*NET 30.3 occupational tasks · Eloundou et al. 2023 (“GPTs are GPTs”,
arXiv:2303.10130) · Anthropic Economic Index 2026 (CC-BY) |
how this is calculated |
last updated 2026-07-16