Takeover Tracker
vs

64 shared · 15 different

core competencies

Side-by-Side Comparison

MetricOccupational TherapistsHealthcare Social Workers
Risk Score23.9%30.2%
Risk TierLow RiskMedium Risk
Risk Percentile16th40th
Tasks at Risk (>50%)3 / 154 / 15
Median Salary$98,340$68,090
Employment152K186K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Medicine and Dentistry
Therapy and Counseling
Social PerceptivenessAI-Resistant
Monitor Processes, Materials, or Surroundings
Resolving Conflicts and Negotiating with Others
Communicating with Persons Outside Organization
Psychology
Identifying Objects, Actions, and Events
Performing Administrative Activities
English Language
Finger Dexterity

Protective Factors

Higher values indicate stronger protection against AI displacement

Occupational Therapists

39%

total discount

Healthcare Social Workers

35%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Occupational Therapists

3 of 15 at risk
61%Complete and maintain necessary records.
57%Select activities that will help individuals learn work and life-management skills within limits of their mental or physical capabilities.
51%Conduct research in occupational therapy.
47%Evaluate patients' progress and prepare reports that detail progress.
47%Lay out materials such as puzzles, scissors and eating utensils for use in therapy, and clean and repair these tools after therapy sessions.

Healthcare Social Workers

4 of 15 at risk
87%Oversee Medicaid- and Medicare-related paperwork and recordkeeping in hospitals.
85%Refer patient, client, or family to community resources to assist in recovery from mental or physical illness and to provide access to services such as financial assistance, legal aid, housing, job placement or education.
63%Monitor, evaluate, and record client progress according to measurable goals described in treatment and care plan.
53%Modify treatment plans to comply with changes in clients' status.
47%Plan discharge from care facility to home or other care facility.

Wage Comparison

Healthcare Social Workers earns -$30,250(-31%) vs Occupational Therapists
Occupational TherapistsHealthcare Social Workers
10th
$67,090$45,030
25th
$80,490$55,360
Median
$98,340$68,090
75th
$110,460$83,410
90th
$129,830$100,870

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Occupational Therapists20282035
Healthcare Social Workers20282035
20242030203520402045

Occupational Therapists has a longer runway before significant displacement, projected 0 years later than Healthcare Social Workers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Occupational Therapists

$74,856

from $98,340

Healthcare Social Workers

$47,527

from $68,090

After adjusting for AI risk, Occupational Therapists offers $27,330 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Occupational

0

Unique to Healthcare

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation
Decision Complexity
Regulatory Barriers
Creativity
Occupational TherapistsHealthcare Social Workers