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Aerospace Engineering and Operations Technologists and Technicians

Operate, install, adjust, and maintain integrated computer/communications systems, consoles, simulators, and other data acquisition, test, and measurement instruments and equipment, which are used to launch, track, position, and evaluate air and space vehicles. May record and interpret test data.

11,280 people do this job in the US. $82,890 a year.

now
4%

of the working time. Estimate.

Kinds of work
  • 21%
  • 3%
  • 76%
0%

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

Half the desk work within reach
February 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: 21% 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, 3%. Today's estimate: 4%.

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: 0% within reachClaude Mythos Preview (early), April 2026: 3% within reachToday (estimate), September 2026: 4% 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 . 11 tasks from .

TaskKind
Fabricate and install parts and systems to be tested in test equipment, using hand tools, power tools, and test instruments.Done more than monthly by most who do it. 20%5 h1.7 h to 2.1 work daysStays with people
Test aircraft systems under simulated operational conditions, performing systems readiness tests and pre- and post-operational checkouts, to establish design or fabrication parameters.Done more than yearly by most who do it. 14%5 h1.7 h to 1.7 work daysStays with people
Construct and maintain test facilities for aircraft parts and systems, according to specifications.Done more than yearly by most who do it.13%1.7 work days3.3 h to 1 work weekStays with people
Design electrical and mechanical systems for avionic instrumentation applications.Done more than yearly by most who do it.12%4.2 work days6.7 h to 1.7 work weeks0%Half by Nov 2028
Identify required data, data acquisition plans, and test parameters, setting up equipment to conform to these specifications.Done more than monthly by most who do it. 10%3.3 h1.7 h to 6.7 hStays with people
Record and interpret test data on parts, assemblies, and mechanisms.Done more than weekly by most who do it. 9%2.5 h50 min to 6.7 h46%Half by Oct 2026
Inspect, diagnose, maintain, and operate test setups and equipment to detect malfunctions.Done more than monthly by most who do it. 6%2.5 h50 min to 5 hStays with people
Operate and calibrate computer systems and devices to comply with test requirements and to perform data acquisition and analysis.Done more than monthly by most who do it. 5%2.1 h50 min to 5 hStays with people
Finish vehicle instrumentation and deinstrumentation.Done more than monthly by most who do it.4%5 h1.7 h to 1.7 work daysStays with people
Adjust, repair, or replace faulty components of test setups and equipment.Done more than monthly by most who do it. 3%2.5 h50 min to 1 work dayStays with people
Confer with engineering personnel regarding details and implications of test procedures and results.Done daily by most who do it. 3%50 min25 min to 2.5 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).