Takeover Tracker

Side-by-Side Comparison

MetricEducational, Guidance, School, and Vocational CounselorsProbation Officers and Correctional Treatment Specialists
Risk Score22.9%33.2%
Risk TierLow RiskMedium Risk
Risk Percentile14th58th
Tasks at Risk (>50%)3 / 155 / 15
Median Salary$65,140$64,520
Employment342K87K

Skill Comparison

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Sorted by largest difference

Assisting and Caring for Others
Law and Government
Provide Consultation and Advice to Others
Public Safety and Security
Coaching and Developing Others
Training and Teaching Others
Therapy and Counseling
Scheduling Work and Activities
Interpreting the Meaning of Information for Others
Learning Strategies
Computers and Electronics
Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Educational, Guidance, School, and Vocational Counselors

35%

total discount

Probation Officers and Correctional Treatment Specialists

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Educational, Guidance, School, and Vocational Counselors

3 of 15 at risk
86%Review transcripts to ensure that students meet graduation or college entrance requirements and write letters of recommendation.
85%Maintain accurate and complete student records as required by laws, district policies, and administrative regulations.
53%Refer students to degree programs based on interests, aptitudes, or educational assessments.
44%Counsel individuals to help them understand and overcome personal, social, or behavioral problems affecting their educational or vocational situations.
42%Teach classes and present self-help or information sessions on subjects related to education and career planning.

Probation Officers and Correctional Treatment Specialists

5 of 15 at risk
85%Write reports describing offenders' progress.
84%Prepare and maintain case folder for each assigned inmate or offender.
82%Inform offenders or inmates of requirements of conditional release, such as office visits, restitution payments, or educational and employment stipulations.
80%Arrange for medical, mental health, or substance abuse treatment services according to individual needs or court orders.
80%Arrange for postrelease services, such as employment, housing, counseling, education, and social activities.

Wage Comparison

Probation Officers and Correctional Treatment Specialists earns -$620(-1%) vs Educational, Guidance, School, and Vocational Counselors
Educational, Guidance, School, and Vocational CounselorsProbation Officers and Correctional Treatment Specialists
10th
$43,580$45,390
25th
$51,690$52,580
Median
$65,140$64,520
75th
$83,490$84,030
90th
$105,870$106,290

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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