Takeover Tracker

vs

57 shared · 20 different

core competencies

Side-by-Side Comparison

MetricMental Health and Substance Abuse Social WorkersSpeech-Language Pathologists
Risk Score30.5%27.6%
Risk TierMedium RiskMedium Risk
Risk Percentile42th28th
Tasks at Risk (>50%)6 / 135 / 15
Median Salary$60,060$95,410
Employment126K179K

Skill Comparison

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Sorted by largest difference

Resolving Conflicts and Negotiating with Others
Therapy and Counseling
Psychology
Sociology and Anthropology
English Language
Speech Recognition
Establishing and Maintaining Interpersonal Relationships
Hearing Sensitivity
Communicating with Supervisors, Peers, or Subordinates
Customer and Personal Service
Training and Teaching Others
Assisting and Caring for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Mental Health and Substance Abuse Social Workers

35%

total discount

Speech-Language Pathologists

34%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Mental Health and Substance Abuse Social Workers

6 of 13 at risk
76%Refer patient, client, or family to community resources for housing or treatment to assist in recovery from mental or physical illness, following through to ensure service efficacy.
69%Monitor, evaluate, and record client progress with respect to treatment goals.
67%Assist clients in adhering to treatment plans, such as setting up appointments, arranging for transportation to appointments, or providing support.
54%Modify treatment plans according to changes in client status.
51%Increase social work knowledge by reviewing current literature, conducting social research, or attending seminars, training workshops, or classes.

Speech-Language Pathologists

5 of 15 at risk
86%Write reports and maintain proper documentation of information, such as client Medicaid or billing records or caseload activities, including the initial evaluation, treatment, progress, and discharge of clients.
85%Complete administrative responsibilities, such as coordinating paperwork, scheduling case management activities, or writing lesson plans.
53%Monitor patients' progress and adjust treatments accordingly.
51%Evaluate hearing or speech and language test results, barium swallow results, or medical or background information to diagnose and plan treatment for speech, language, fluency, voice, or swallowing disorders.
51%Develop individual or group activities or programs in schools to deal with behavior, speech, language, or swallowing problems.

Wage Comparison

Speech-Language Pathologists earns +$35,350(+59%) vs Mental Health and Substance Abuse Social Workers
Mental Health and Substance Abuse Social WorkersSpeech-Language Pathologists
10th
$39,620$60,480
25th
$46,550$75,310
Median
$60,060$95,410
75th
$78,980$112,510
90th
$104,130$132,850

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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