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Career/Technical Education Teachers, Postsecondary

Teach vocational courses intended to provide occupational training below the baccalaureate level in subjects such as construction, mechanics/repair, manufacturing, transportation, or cosmetology, primarily to students who have graduated from or left high school. Teaching takes place in public or private schools whose primary business is academic or vocational education.

114,110 people do this job in the US. $63,820 a year.

now
24%

of the working time. Estimate.

Kinds of work
  • 62%
  • 10%
  • 28%
16%

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

Half the desk work within reach
January 2027

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 62% 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, 19%. Today's estimate: 24%.

0%10%20%30%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: 2% within reachGPT-5, August 2025: 3% within reachGemini 3 Pro, November 2025: 6% within reachClaude Opus 4.5, November 2025: 6% within reachGPT-5.2, December 2025: 8% within reachClaude Opus 4.6, February 2026: 9% within reachClaude Mythos Preview (early), April 2026: 19% within reachToday (estimate), September 2026: 24% 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 . 20 tasks from .

TaskKind
Integrate academic and vocational curricula so that students can obtain a variety of skills.Done daily by most who do it. 20%5 h1.7 h to 1.7 work days17%Half by Apr 2027
Develop curricula and plan course content and methods of instruction.Done more than yearly by most who do it. AI observed on this task.14%1.3 work days3.3 h to 4.2 work days4%Half by Dec 2027
Supervise and monitor students' use of tools and equipment.Done daily by most who do it. 9%1.3 h25 min to 3.3 hStays with people
Present lectures and conduct discussions to increase students' knowledge and competence using visual aids, such as graphs, charts, videotapes, and slides.Done daily by most who do it. 9%1.3 h38 min to 2.5 hStays with people
Supervise independent or group projects, field placements, laboratory work, or other training.Done daily by most who do it. 7%1.7 h25 min to 4.2 hStays with people
Determine training needs of students or workers.Done daily by most who do it. 6%1.3 h25 min to 3.3 h77%Half by now
Conduct on-the-job training classes or training sessions to teach and demonstrate principles, techniques, procedures, or methods of designated subjects.Done daily by most who do it. 5%1.7 h50 min to 3.3 hStays with people
Select and assemble books, materials, supplies, and equipment for training, courses, or projects.Done daily by most who do it. AI observed on this task.5%1.7 h25 min to 4.2 hStays with people
Prepare outlines of instructional programs and training schedules and establish course goals.Done more than yearly by most who do it. 4%4.2 h1.7 h to 1.7 work days23%Half by Mar 2027
Observe and evaluate students' work to determine progress, provide feedback, and make suggestions for improvement.Done daily by most who do it. AI observed on this task.4%38 min13 min to 1.7 h95%Half by now
Provide individualized instruction and tutorial or remedial instruction.Done daily by most who do it. 4%38 min17 min to 1.3 h100%Half by now
Develop teaching aids, such as instructional software, multimedia visual aids, or study materials.Done more than monthly by most who do it. 3%4.2 h1.7 h to 1.3 work days27%Half by Jan 2027

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).