Educational, Guidance, School, and Vocational Counselors vs Rehabilitation Counselors AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Educational, Guidance, School, and Vocational Counselors

47 shared · 27 different

core competencies

medium risk

Rehabilitation Counselors

Side-by-Side Comparison

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

Metric	Educational, Guidance, School, and Vocational Counselors	Rehabilitation Counselors
Risk Score	22.9%	34.4%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	14th	64th
Tasks at Risk (>50%)	3 / 15	7 / 15
Median Salary	$65,140	$46,110
Employment	342K	89K

Skill Comparison

Sorted by largest difference

Provide Consultation and Advice to Others

Training and Teaching Others

Interpreting the Meaning of Information for Others

Making Decisions and Solving Problems

Developing Objectives and Strategies

Scheduling Work and Activities

Communicating with Supervisors, Peers, or Subordinates

Interacting With Computers

Performing for or Working Directly with the Public

Coaching and Developing Others

Updating and Using Relevant Knowledge

Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Educational, Guidance, School, and Vocational Counselors

35%

total discount

Rehabilitation Counselors

32%

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.

Rehabilitation Counselors

7 of 15 at risk

86%Prepare and maintain records and case files, including documentation such as clients' personal and eligibility information, services provided, narratives of client contacts, or relevant correspondence.

84%Monitor and record clients' progress to ensure that goals and objectives are met.

82%Arrange for physical, mental, academic, vocational, and other evaluations to obtain information for assessing clients' needs and developing rehabilitation plans.

80%Arrange for on-site job coaching or assistive devices, such as specially equipped wheelchairs, to help clients adapt to work or school environments.

54%Locate barriers to client employment, such as inaccessible work sites, inflexible schedules, or transportation problems, and work with clients to develop strategies for overcoming these barriers.

Wage Comparison

Rehabilitation Counselors earns -$19,030(-29%) vs Educational, Guidance, School, and Vocational Counselors

Educational, Guidance, School, and Vocational CounselorsRehabilitation Counselors

10th

$43,580$34,480

25th

$51,690$38,700

Median

$65,140$46,110

75th

$83,490$59,040

90th

$105,870$77,200

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Educational, Guidance, School, and Vocational Counselors2028–2035

Rehabilitation Counselors2028–2035

20242030203520402045

Educational, Guidance, School, and Vocational Counselors has a longer runway before significant displacement, projected 0 years later than Rehabilitation Counselors.

Risk-Adjusted Salary

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

Educational, Guidance, School, and Vocational Counselors

$50,236

from $65,140

Rehabilitation Counselors

$30,230

from $46,110

After adjusting for AI risk, Educational, Guidance, School, and Vocational Counselors offers $20,006 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Educational,

Unique to Rehabilitation

Combined Protection Strategy

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

Creativity

Decision Complexity

Social Intelligence

Fine Manipulation

Educational, Guidance, School, and Vocational CounselorsRehabilitation Counselors

Find transitions from Educational, Guidance, School, and Vocational Counselors Find transitions from Rehabilitation Counselors