Somewhat Resilient

Last Update: 10/7/2026

AI Resilience Score for Air Traffic Controllers:

46.8%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Low

Sustained economic opportunity

Med

Our confidence in this score:
Medium

Methodology and Scoring Rationale

To score how resilient air traffic control work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For air traffic controllers, six of eight sources had data, with Anthropic and Adaptive Capacity missing. Exposure signals were mixed: our AI Resilience Model rated human contribution high, while OpenAI Signals rated it low and Microsoft landed in the middle. That split, plus a low hiring outlook from the BLS Opportunity Score, kept confidence at medium and the label at "Somewhat Resilient."

AI Resilience Report forAir Traffic Controllers

$148,080 median salary•2,100 annual openings•SOC Code: 53-2021.00

Air Traffic Controllers are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.

Air traffic control is labeled "Somewhat Resilient" because AI is actively changing how controllers do their work, even though it is not replacing them outright. Tools like the FAA's SMART system are shifting controllers from reacting to problems in the moment toward managing situations hours in advance, which means the job itself is evolving in real and meaningful ways.

Learn more about how you can thrive in this position

This role is somewhat resilient

Air traffic control is labeled "Somewhat Resilient" because AI is actively changing how controllers do their work, even though it is not replacing them outright. Tools like the FAA's SMART system are shifting controllers from reacting to problems in the moment toward managing situations hours in advance, which means the job itself is evolving in real and meaningful ways.

Read full analysis

Analysis of current AI resilience

Air Traffic Controllers

Updated quarterly

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How can Air Traffic Controllers prepare for AI?

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Latest AI news for Air Traffic Controllers

These articles highlight the evolving landscape for air traffic controllers, emphasizing the potential role of AI in addressing workforce shortages and improving efficiency. For instance, the discussion around AI assistance in air traffic control suggests that embracing technology could help alleviate stress and enhance decision-making. Additionally, the impact of government shutdowns on controller workloads underscores the importance of resilience in this career. Understanding these dynamics can prepare students to adapt and thrive in an increasingly automated and demanding environment.

More Career Info

Career: Air Traffic Controllers

They guide airplanes safely in the sky and on the ground by giving pilots instructions to avoid collisions and ensure smooth flights.

Employment & Wage Data

Median Wage

$148,080

Jobs (2025)

24,000

Growth (2025-35)

+1.7%

Annual Openings

2,100

Education

Associate's degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

88% ResilienceCore Task

Provide on-the-job training to new air traffic controllers.

2

85% ResilienceCore Task

Provide flight path changes or directions to emergency landing fields for pilots traveling in bad weather or in emergency situations.

3

82% ResilienceCore Task

Issue landing and take-off authorizations or instructions.

4

80% ResilienceCore Task

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.

5

78% ResilienceCore Task

Direct pilots to runways when space is available or direct them to maintain a traffic pattern until there is space for them to land.

6

75% ResilienceCore Task

Determine the timing or procedures for flight vector changes.

7

72% ResilienceCore Task

Initiate or coordinate searches for missing aircraft.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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