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Human Factors Engineers and Ergonomists

Design objects, facilities, and environments to optimize human well-being and overall system performance, applying theory, principles, and data regarding the relationship between humans and respective technology. Investigate and analyze characteristics of human behavior and performance as it relates to the use of technology.

$102,440 a year (for the broader BLS group this job sits in).

now
6%

of the working time. Estimate.

Kinds of work
  • 75%
  • 3%
  • 22%
4%

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

Half the desk work within reach
January 2028

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 75% 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, 4%. Today's estimate: 7%.

0%5%10%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: 0% within reachClaude Opus 4.5, November 2025: 0% within reachGPT-5.2, December 2025: 0% within reachClaude Opus 4.6, February 2026: 1% within reachClaude Mythos Preview (early), April 2026: 4% within reachToday (estimate), September 2026: 7% 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 . 26 tasks from .

TaskKind
Design or evaluate human work systems, using human factors engineering and ergonomic principles to optimize usability, cost, quality, safety, or performance.Done yearly or less by most who do it. 10%2.1 work days6.7 h to 1 work week0%Half by Feb 2028
Conduct research to evaluate potential solutions related to changes in equipment design, procedures, manpower, personnel, or training.Done more than monthly by most who do it. 10%3.3 work days6.7 h to 1.7 work weeks0%Half by Sep 2028
Perform functional, task, or anthropometric analysis, using tools, such as checklists, surveys, videotaping, or force measurement.Done more than yearly by most who do it. 8%6.7 h1.7 h to 2.5 work daysStays with people
Develop or implement human performance research, investigation, or analysis protocols.Done more than yearly by most who do it. 6%1.7 work days3.3 h to 1.3 work weeks2%Half by May 2028
Collect data through direct observation of work activities or witnessing the conduct of tests.Done daily by most who do it. 6%3.3 h50 min to 1.7 work daysStays with people
Recommend workplace changes to improve health and safety, using knowledge of potentially harmful factors, such as heavy loads or repetitive motions.Done more than yearly by most who do it. 5%3.3 h50 min to 1.3 work days25%Half by Mar 2027
Conduct interviews or surveys of users or customers to collect information on topics, such as requirements, needs, fatigue, ergonomics, or interfaces.Done more than yearly by most who do it. 5%5 h1.7 h to 1.3 work days19%Half by Mar 2027
Prepare reports or presentations summarizing results or conclusions of human factors engineering or ergonomics activities, such as testing, investigation, or validation.Done more than monthly by most who do it. 4%6.7 h1.7 h to 2.5 work days8%Half by Sep 2027
Inspect work sites to identify physical hazards.Done more than yearly by most who do it. 4%2.5 h50 min to 6.7 hStays with people
Provide human factors technical expertise on topics, such as advanced user-interface technology development or the role of human users in automated or autonomous sub-systems in advanced vehicle systems.Done more than yearly by most who do it. 4%6.7 h1.7 h to 3.3 work days7%Half by Nov 2027
Provide technical support to clients through activities, such as rearranging workplace fixtures to reduce physical hazards or discomfort or modifying task sequences to reduce cycle time.Done more than weekly by most who do it. 4%3.3 h50 min to 1.3 work daysStays with people
Develop or implement research methodologies or statistical analysis plans to test and evaluate developmental prototypes used in new products or processes, such as cockpit designs, user workstations, or computerized human models.Done more than yearly by most who do it. 4%2.5 work days6.7 h to 1.7 work weeks0%Half by Jun 2028

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). Counts are for the broader BLS group this job sits in.

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025). Counts are for the broader BLS group this job sits in.