Share and intensity of work current AI systems can materially affect.
SOC 21-1012
Educational, Guidance, and Career Counselors AI displacement risk
Career quizzes, college list building, and schedule planning are increasingly AI-assisted. Crisis intervention, abuse identification, mental health support, and the trusted-adult relationship for struggling students remain deeply human work.
Likely potential for exposed tasks to move to software after workflow integration.
Caseloads of 300-plus students mean counselors are rationed, not replaced. AI college-planning tools handle information retrieval, freeing counselors for the crisis and developmental work only humans can do.
Distribution
Where Educational, Guidance, and Career Counselors sits across 620 tracked roles
Displacement pressure 24 — higher than 32% of the 620 occupations tracked on displacement.ai.
Score version
This page uses Seed model v0.4 (seed-v0.4-2026-05), last reviewed 2026-08-08. Directional occupation-level planning model using hand-reviewed public research, task exposure estimates, wage context, and transition-pathway assumptions.
30 O*NET task statements matched to SOC 21-1012. The displayed task profile combines these official task statements with the current public score model.
Median wage context: $64,330 (May 2025, US national). The latest BLS row matched SOC 21-1012.
Scores are planning signals, not forecasts. Local hiring demand, employer-specific workflows, licensing, and credentials must be validated before making career decisions.
2030 economic stress test
How Anthropic's scenarios classify Educational, Guidance, and Career Counselors
SOC 21-1012 places this role in the paper's cognitive occupation group. These group-level outcomes do not change the 24/100 role score and are not an occupation forecast.
+0.4% group wage
-0.5% cognitive employment since mid-2026; 2.9% cognitive unemployment.
Economy-wide: +1.6% GDP and 3.9% unemployment.
-0.3% group wage
-3.9% cognitive employment since mid-2026; 4.5% cognitive unemployment.
Economy-wide: +8.3% GDP and 4.6% unemployment.
-11.5% group wage
-21.5% cognitive employment since mid-2026; 17.9% cognitive unemployment.
Economy-wide: +32.4% GDP and 11.9% unemployment.
Compare the assumptions and limitations across all three scenarios. Source: The Anthropic Institute Working Paper No. 2026-02.
Official task evidence
O*NET task matches for Educational, Guidance, and Career Counselors
The current evidence import matched 30 task statements from Task Statements 31.0 (August 2026). These rows are used as a grounding layer for judging which parts of the occupation are repeatable, language-heavy, analytical, social, physical, or compliance-sensitive.
Dataset31.0 (August 2026)
Matched tasks30
SOC21-1012
- Core task / ID 5606
Maintain accurate and complete student records as required by laws, district policies, and administrative regulations.
- Core task / ID 18627
Counsel students regarding educational issues, such as course and program selection, class scheduling and registration, school adjustment, truancy, study habits, and career planning.
- Core task / ID 5608
Provide crisis intervention to students when difficult situations occur at schools.
- Core task / ID 23990
Counsel individuals or groups to help them understand and overcome personal, social, or behavioral problems affecting their educational or vocational situations.
- Core task / ID 5631
Review transcripts to ensure that students meet graduation or college entrance requirements, and write letters of recommendation.
- Core task / ID 5611
Prepare students for later educational experiences by encouraging them to explore learning opportunities and to persevere with challenging tasks.
Source: O*NET Resource Center, Task Statements. Raw import target: data/raw/onet/task-statements-31-0.txt.
Task profile
Where AI changes the work
Counsel students on personal problems
Exposure 22, automation 5%, augmentation 42%.
O*NET evidence: Counsel individuals or groups to help them understand and overcome personal, social, or... (ID 23990)
Provide crisis intervention
Exposure 14, automation 3%, augmentation 28%.
O*NET evidence: Provide crisis intervention to students when difficult situations occur at schools. (ID 5608)
Guide course and career planning
Exposure 52, automation 26%, augmentation 64%.
O*NET evidence: Counsel students regarding educational issues, such as course and program selection, cl... (ID 18627)
Maintain student records and reports
Exposure 56, automation 28%, augmentation 60%.
O*NET evidence: Prepare reports on students and activities as required by administration. (ID 5623)
TaskExposureAutomationAugmentation
Counsel students on personal problems225%42%
Provide crisis intervention143%28%
Guide course and career planning5226%64%
Maintain student records and reports5628%60%
Transition pathways
Adjacent moves that preserve existing skills
role redesign
LowDirector of School Counseling
Training horizon: 3-6 months. Skill overlap 76. Wage preservation signal 114.
- Design counseling program standards
- Supervise counselor teams
- Measure student outcome data
credentialed transition
LowLicensed Professional Counselor
Training horizon: 12-24 months. Skill overlap 66. Wage preservation signal 102.
- Complete clinical hours
- Study clinical licensure requirements
- Build therapeutic practice skills
Comparison guides
Compare the next move before you commit
3-6 months
Educational, Guidance, and Career Counselors to Director of School Counseling
Compare AI displacement pressure, wage preservation, skill overlap, training time, and first proof project for moving from Educational, Guidance, and Career Counselors into Director of School Counseling.
12-24 months
Educational, Guidance, and Career Counselors to Licensed Professional Counselor
Compare AI displacement pressure, wage preservation, skill overlap, training time, and first proof project for moving from Educational, Guidance, and Career Counselors into Licensed Professional Counselor.
What the AI risk score means for Educational, Guidance, and Career Counselors
The displacement pressure score for Educational, Guidance, and Career Counselors is 24. That score blends task exposure, automation pressure, augmentation potential, wage vulnerability, transition feasibility, and source confidence. It is designed to help workers and workforce teams decide where to act first, not to claim a specific date when a job will disappear.
For this role, the clearest risk pattern is visible at the task level. Maintain student records and reports carries 28% automation pressure, while Guide course and career planning carries 64% augmentation potential. That means the best response is usually a targeted redesign of work: move away from repeatable production tasks and toward judgment, exception handling, coordination, stakeholder context, and accountable use of AI tools.
Labor-market context and wage risk
Median wage: $64,330 (May 2025, US national). Employment context: Student support role with rising mental-health demand. Typical education: Master's degree plus state certification.
Wage vulnerability is 42, while transition feasibility is 70. A high wage-vulnerability score means workers should pay close attention to salary preservation before making a move. A high transition-feasibility score means there are adjacent paths that can reuse existing skills without requiring a complete career reset.
- Low displacement pressure
- Student mental-health demand is rising
- Planning tools absorb information work
Upskilling priorities
Skills that make this role more resilient
The safest upskilling plan starts with skills already close to the work. For Educational, Guidance, and Career Counselors, the strongest near-term skill priorities are listed below. These are useful whether the goal is to stay in the role, move to a redesigned version of the role, or transition into an adjacent occupation.
Crisis response
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Developmental counseling
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
College and career advising
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Referral coordination
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
90-day transition plan
The most practical next step is not to wait for a layoff or a full role redesign. Use the next 90 days to create evidence that you can operate in a safer, more AI-augmented version of the work.
- In the first 30 days, document the repetitive tasks in your current work and identify where AI can reduce drafting, lookup, classification, or reporting time.
- By 60 days, complete one small project connected to Director of School Counseling, such as design counseling program standards.
- By 90 days, compare internal openings and external postings for Director of School Counseling or Licensed Professional Counselor and update your resume around measurable workflow outcomes.
FAQ
Questions about AI and Educational, Guidance, and Career Counselors
Will AI replace Educational, Guidance, and Career Counselors?
Career quizzes, college list building, and schedule planning are increasingly AI-assisted. Crisis intervention, abuse identification, mental health support, and the trusted-adult relationship for struggling students remain deeply human work. The better planning signal is not full replacement, but which tasks become automated, which tasks become AI-assisted, and which responsibilities still need human judgment.
Which parts of Educational, Guidance, and Career Counselors work are most exposed to AI?
Maintain student records and reports and Guide course and career planning show the strongest automation pressure in this model. Guide course and career planning and Maintain student records and reports are better treated as AI-augmented work.
What should Educational, Guidance, and Career Counselors learn next?
Start with Crisis response, Developmental counseling, College and career advising. The most practical adjacent paths in this model are Director of School Counseling and Licensed Professional Counselor.
How should this score be used?
Use it as a planning signal, not a prediction. Confirm local hiring demand, wages, licensing, credentials, and employer adoption before making a career move.
Sources
Evidence trail
International Labour Organization / 20 May 2025Generative AI and Jobs: A Refined Global Index of Occupational ExposureOECD / 11 July 2023OECD Employment Outlook 2023: Artificial Intelligence and the Labour MarketO*NET Resource Center / Database 31.0 (August 2026)Occupation, Task, Skill, and Work-Activity DataUS Bureau of Labor Statistics / May 2025 estimates (released 15 May 2026)Occupational Employment and Wage Statistics