Healthcare

Physical Therapist

Based on 36 assessments

17% Low risk

Average realistic automation risk across all Physical Therapist profiles in the dataset.

Raw potential
33%
Realistic risk
17%
Research benchmark ?
34%

Raw potential = I/O automation ceiling. Realistic risk = adjusted for informal knowledge and social context. Research benchmark: Eloundou et al. (2023)

Distribution across 36 profiles. Middle half of Physical Therapists score between 14% and 20%.

0% 50% 100%
p10 · 11%
24% · p90
On-screen work 12%

Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.

In-person + screen 25%

Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.

Computer + action 13%

Computer input, real-world output — needs someone to act on it, not just software.

Fully in-person 49%

No computer required. Furthest from automation — the strongest human advantage.

3 synthetic profiles for a Physical Therapist, ordered by automation exposure. Tab between them to see how task mix drives the score difference.

Task Time Type Exposure
Performing hands-on manual therapy techniques (e.g., joint mobilizations, soft tissue massage) to reduce pain and improve mobility
deep expertise
22% AA 3%
Guiding patients through therapeutic exercises and stretches, correcting form and adjusting intensity as needed
some context needed
22% AA 0%
Assessing patient's physical condition through movement tests, strength measurements, and medical history review to create a personalized treatment plan
deep expertise
16% AD 11%
Setting up and adjusting therapeutic equipment (e.g., resistance bands, balance boards, ultrasound machines) for patient use
15% AA 7%
Collaborating with other healthcare providers (e.g., doctors, occupational therapists) to coordinate care and adjust treatment plans
some context needed
13% AD 18%
Documenting patient progress in electronic health records, including treatment notes, outcome measures, and plan updates
6% DD 84%
Educating patients on injury prevention, home exercise programs, and lifestyle modifications to support recovery
some context needed
2% DA 9%

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