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Business Teachers, Postsecondary

Teach courses in business administration and management, such as accounting, finance, human resources, labor and industrial relations, marketing, and operations research. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research.

82,150 people do this job in the US. $99,080 a year.

now
22%

of the working time. Estimate.

Kinds of work
  • 93%
  • 6%
  • 1%
31%

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

Half the desk work within reach
October 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: 93% 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, 15%. Today's estimate: 22%.

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: 0% within reachGPT-5, August 2025: 0% within reachGemini 3 Pro, November 2025: 1% within reachClaude Opus 4.5, November 2025: 1% within reachGPT-5.2, December 2025: 2% within reachClaude Opus 4.6, February 2026: 2% within reachClaude Mythos Preview (early), April 2026: 15% within reachToday (estimate), September 2026: 22% 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 . 25 tasks from .

TaskKind
Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.Done more than yearly by most who do it. AI observed on this task.26%3.5 work weeks4.2 work days to 2.4 work months0%Half by Jan 2030
Provide professional consulting services to government or industry.Done more than yearly by most who do it. AI observed on this task.14%2.1 work days3.3 h to 1.7 work weeks1%Half by Sep 2028
Plan, evaluate, and revise curricula, course content, and course materials and methods of instruction.Done more than yearly by most who do it. AI observed on this task.8%1.3 work days3.3 h to 4.2 work days4%Half by Dec 2027
Evaluate and grade students' class work, assignments, and papers.Done more than weekly by most who do it. AI observed on this task.7%3.3 h50 min to 1.3 work days25%Half by Mar 2027
Prepare and deliver lectures to undergraduate or graduate students on topics such as financial accounting, principles of marketing, and operations management.Done more than weekly by most who do it. 7%2.5 h1.7 h to 5 h82%Half by now
Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional organizations and conferences.Done more than weekly by most who do it. AI observed on this task.5%2.5 h50 min to 6.7 h46%Half by Oct 2026
Perform administrative duties, such as serving as department head.Done daily by most who do it.5%6.7 h3.3 h to 2.1 work days10%Half by May 2027
Compile, administer, and grade examinations, or assign this work to others.Done more than monthly by most who do it. AI observed on this task.5%5 h1.7 h to 1.7 work days17%Half by Apr 2027
Develop and maintain course Web sites.Done more than weekly by most who do it. 5%3.3 h50 min to 5 h38%Half by Nov 2026
Prepare course materials, such as syllabi, homework assignments, and handouts.Done more than yearly by most who do it. 4%3.3 h1.7 h to 1 work day43%Half by Oct 2026
Maintain regularly scheduled office hours to advise and assist students.Done more than weekly by most who do it. 4%1.7 h50 min to 2.5 h97%Half by now
Initiate, facilitate, and moderate classroom discussions.Done more than weekly by most who do it. 2%1.1 h38 min to 1.7 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).