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Educational, Guidance, and Career Counselors and Advisors

Advise and assist students and provide educational and vocational guidance services.

353,310 people do this job in the US. $64,330 a year.

now
34%

of the working time. Estimate.

Kinds of work
  • 44%
  • 50%
  • 6%
12%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 44% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 31%. Today's estimate: 34%.

0%10%20%30%40%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 6% within reachGPT-5, August 2025: 10% within reachGemini 3 Pro, November 2025: 15% within reachClaude Opus 4.5, November 2025: 15% within reachGPT-5.2, December 2025: 19% within reachClaude Opus 4.6, February 2026: 20% within reachClaude Mythos Preview (early), April 2026: 31% within reachToday (estimate), September 2026: 34% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 35 tasks from .

TaskKind
Plan, direct, and participate in recruitment and enrollment activities.Done more than yearly by most who do it. AI observed on this task.19%5 h1.7 h to 1.7 work daysStays with people
Counsel individuals or groups to help them understand and overcome personal, social, or behavioral problems affecting their educational or vocational situations.Done daily by most who do it. 9%50 min25 min to 2.1 hStays with people
Counsel students regarding educational issues, such as course and program selection, class scheduling and registration, school adjustment, truancy, study habits, and career planning.Done daily by most who do it. AI observed on this task.5%38 min17 min to 1.3 hStays with people
Establish and enforce administration policies and rules governing student behavior.Done daily by most who do it.5%1.3 h25 min to 4.2 h69%Half by now
Establish and supervise peer-counseling and peer-tutoring programs.Done yearly or less by most who do it.5%3.3 h1.3 h to 1.7 work daysStays with people
Review transcripts to ensure that students meet graduation or college entrance requirements, and write letters of recommendation.Done more than weekly by most who do it. 4%50 min21 min to 1.7 h98%Half by now
Teach classes and present self-help or information sessions on subjects related to education and career planning.Done more than yearly by most who do it. AI observed on this task.4%2.1 h50 min to 5 hStays with people
Plan and promote career and employment-related programs and events, such as career planning presentations, work experience programs, job fairs, and career workshops.Done more than yearly by most who do it. 4%5 h1.7 h to 2.1 work days15%Half by Jun 2027
Plan and conduct orientation programs and group conferences to promote the adjustment of individuals to new life experiences, such as starting college.Done more than yearly by most who do it. 4%5 h1.7 h to 1.6 work days17%Half by Apr 2027
Maintain accurate and complete student records as required by laws, district policies, and administrative regulations.Done daily by most who do it. 3%29 min13 min to 50 min100%Half by now
Provide students with information on topics such as college degree programs and admission requirements, financial aid opportunities, trade and technical schools, and apprenticeship programs.Done daily by most who do it. 3%29 min13 min to 50 min100%Half by now
Provide crisis intervention to students when difficult situations occur at schools.Done more than monthly by most who do it. 3%1.3 h25 min to 3.3 hStays with people

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.

Where this job works

The industry groups that employ the most of it (BLS, May 2025).

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025).