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Air Traffic Controllers

Control air traffic on and within vicinity of airport, and movement of air traffic between altitude sectors and control centers, according to established procedures and policies. Authorize, regulate, and control commercial airline flights according to government or company regulations to expedite and ensure flight safety.

22,510 people do this job in the US. $148,080 a year.

now
71%

of the working time. Estimate.

Kinds of work
  • 73%
  • 20%
  • 6%
0%

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: 73% 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, 12%. With Claude Mythos Preview (early), measured in April 2026, 67%. Today's estimate: 71%.

0%25%50%75%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 1% within reachClaude 3.5 Sonnet (June 2024), June 2024: 1% within reacho1-preview, September 2024: 6% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 6% within reacho1, December 2024: 9% within reachClaude 3.7 Sonnet, February 2025: 12% within reacho3, April 2025: 25% within reachGPT-5, August 2025: 30% within reachGemini 3 Pro, November 2025: 39% within reachClaude Opus 4.5, November 2025: 39% within reachGPT-5.2, December 2025: 44% within reachClaude Opus 4.6, February 2026: 45% within reachClaude Mythos Preview (early), April 2026: 67% within reachToday (estimate), September 2026: 71% 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 . 23 tasks from .

TaskKind
Provide on-the-job training to new air traffic controllers.Done daily by most who do it. 17%1.7 h50 min to 3.3 h90%Half by now
Monitor aircraft within a specific airspace, using radar, computer equipment, or visual references.Done hourly or more by most who do it. 15%25 min8 min to 50 min100%Half by now
Monitor, direct, or sequence the movement of aircraft within an assigned air space or on the ground at airports to minimize delays and maximize safety.Done hourly or more by most who do it. 15%25 min4 min to 1.3 hStays with people
Organize flight plans or traffic management plans to prepare for planes about to enter assigned airspace.Done hourly or more by most who do it. 8%25 min8 min to 1.3 h97%Half by now
Inspect, adjust, or control radio equipment or airport lights.Done hourly or more by most who do it. 6%25 min8 min to 1.7 hStays with people
Conduct pre-flight briefings on weather conditions, suggested routes, altitudes, indications of turbulence, or other flight safety information.Done daily by most who do it. 5%25 min8 min to 1.3 h97%Half by now
Analyze factors such as weather reports, fuel requirements, or maps to determine air routes.Done several times a day by most who do it. 5%25 min8 min to 1.3 h97%Half by now
Complete daily activity reports and keep records of messages from aircraft.Done daily by most who do it. 5%25 min8 min to 50 min100%Half by now
Compile information about flights from flight plans, pilot reports, radar, or observations.Done hourly or more by most who do it. 4%13 min4 min to 33 min100%Half by now
Direct ground traffic, including taxiing aircraft, maintenance or baggage vehicles, or airport workers.Done hourly or more by most who do it.4%13 min3 min to 38 minStays with people
Review records or reports for clarity and completeness and maintain records or reports, as required under federal law.Done daily by most who do it.2%25 min13 min to 50 min100%Half by now
Direct pilots to runways when space is available or direct them to maintain a traffic pattern until there is space for them to land.Done hourly or more by most who do it. 2%4 min2 min to 8 minStays 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).