Will AI replace Educational, Guidance, and Career Counselors and Advisors?
Work in Educational, Guidance, and Career Counselors and Advisors sits in the in-between: AI reaches some of it (~29% in theory) but is only measured doing about 12% today — part human, part machine.
O*NET-SOC 21-1012
How your 23 core tasks split
Top = what GPT-4 judged AI could speed up. Bottom = how much AI was actually used for these tasks (Anthropic's March 2026 report, usage from Aug & Nov 2025). The gap is the real story.
Back in 2023, GPT-4 judged AI could, in theory, assist with a relatively low share of this job's tasks (~29%). By late 2025, real-world AI use had reached about 12% of its task activity (growing but still limited). The gap between that 2023 forecast and today is the real story.
Where this job sits among 738 jobs
Each dot is one of 738 U.S. jobs. Right = AI can do more of it. Up = AI is actually used more.
The signals here line up
Theoretical reach (~29%), real-world use (~12%) and the task-level picture mostly agree — so this read is more reliable than for jobs where the signals contradict each other. Even so, AI-risk estimates shift by model (a 2026 study saw the "high-risk" share swing 2.7%–51.5%), so treat these as directional, not destiny.
See all 23 tasks, ratedBased on real task-level AI scores — click to collapse
- Prepare reports on students and activities as required by administration.
- Counsel students regarding educational issues, such as course and program selection, class scheduling and registration, school adjustment, truancy, study habits, and career planning.
- Maintain accurate and complete student records as required by laws, district policies, and administrative regulations.
- Teach classes and present self-help or information sessions on subjects related to education and career planning.
- Conduct follow-up interviews with counselees to determine if their needs have been met.
- Instruct individuals in career development techniques, such as job search and application strategies, resume writing, and interview skills.
- Plan and promote career and employment-related programs and events, such as career planning presentations, work experience programs, job fairs, and career workshops.
- Evaluate students' or individuals' abilities, interests, and personality characteristics, using tests, records, interviews, or professional sources.
- Collaborate with teachers and administrators in the development, evaluation, and revision of school programs and in the preparation of master schedules for curriculum offerings.
- Compile and study occupational, educational, and economic information to assist counselees in determining and carrying out vocational and educational objectives.
- Plan, direct, and participate in recruitment and enrollment activities.
- Provide crisis intervention to students when difficult situations occur at schools.
- Confer with parents or guardians, teachers, administrators, and other professionals to discuss children's progress, resolve behavioral, academic, and other problems, and to determine priorities for students and their resource needs.
- Identify cases of domestic abuse or other family problems and encourage students or parents to seek additional assistance from mental health professionals.
- Counsel individuals to help them understand and overcome personal, social, or behavioral problems affecting their educational or vocational situations.
- Prepare students for later educational experiences by encouraging them to explore learning opportunities and to persevere with challenging tasks.
- Provide special services such as alcohol and drug prevention programs and classes that teach students to handle conflicts without resorting to violence.
- Plan and conduct orientation programs and group conferences to promote the adjustment of individuals to new life experiences, such as starting college.
- Observe students during classroom and play activities to evaluate students' performance, behavior, social development, and physical health.
- Establish and enforce administration policies and rules governing student behavior.
- Address community groups, faculty, and staff members to explain available counseling services.
- Attend meetings, educational conferences, and training workshops, and serve on committees.
- Supervise, train, and direct professional staff and interns.
How we measured this — and how fresh it is
AI's theoretical reach data: 2023
From GPTs-are-GPTs (Eloundou et al.), where GPT-4 rated how much of each task an AI tool could meaningfully speed up. This is the most recent open, commercially-usable occupation-level potential dataset — it dates to 2023. Newer multi-model re-runs exist but swing wildly (one 2026 study saw "high-risk" jobs range 2.7%–51.5% by model) and aren't openly licensed, so we show the stable 2023 baseline and pair it with newer real-world data.
Real-world AI use 2026 report
From the Anthropic Economic Index, which observes how real Claude conversations map onto each occupation's tasks. Published in Anthropic's March 2026 labor-market report, based on usage measured in Aug & Nov 2025 (Sonnet 4 / 4.5).
Task list & ratings O*NET 30.3
Tasks come from O*NET 30.3. Each task's "AI can do / speeds up / still on you" tier uses the real task-level exposure scores from GPTs-are-GPTs (E1 / E2 / E0) — not a guess from keywords.
Sources: O*NET 30.3 (CC BY 4.0) · GPTs-are-GPTs (MIT, 2023) · Anthropic Economic Index (CC BY, Aug & Nov 2025). Page compiled June 2026. "O*NET" is a trademark of the U.S. Department of Labor.
This page is for general informational purposes only and is not career, financial, or employment advice. AI exposure reflects research estimates of task overlap, not predictions about any individual's job, employer, or future employment.