Educational, Guidance, School, and Vocational Counselors vs Probation Officers and Correctional Treatment Specialists AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Educational, Guidance, School, and Vocational Counselors

43 shared · 32 different

core competencies

medium risk

Probation Officers and Correctional Treatment Specialists

Side-by-Side Comparison

Educational, Guidance, School, and Vocational Counselors leads 5–0

Metric	Educational, Guidance, School, and Vocational Counselors	Probation Officers and Correctional Treatment Specialists
Risk Score	22.9%	33.2%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	14th	58th
Tasks at Risk (>50%)	3 / 15	5 / 15
Median Salary	$65,140	$64,520
Employment	342K	87K

Skill Comparison

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Educational, Guidance, School, and Vocational Counselors2028–2035

Probation Officers and Correctional Treatment Specialists2028–2035

20242030203520402045

Educational, Guidance, School, and Vocational Counselors has a longer runway before significant displacement, projected 0 years later than Probation Officers and Correctional Treatment Specialists.

Risk-Adjusted Salary

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

Educational, Guidance, School, and Vocational Counselors

$50,236

from $65,140

Probation Officers and Correctional Treatment Specialists

$43,074

from $64,520

After adjusting for AI risk, Educational, Guidance, School, and Vocational Counselors offers $7,162 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Educational,

Unique to Probation

Combined Protection Strategy

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

Social Intelligence

Regulatory Barriers

Creativity

Fine Manipulation

Educational, Guidance, School, and Vocational CounselorsProbation Officers and Correctional Treatment Specialists

Find transitions from Educational, Guidance, School, and Vocational Counselors Find transitions from Probation Officers and Correctional Treatment Specialists