AITakeover Tracker
37%medium risk

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.

Higher risk than 73% of occupations

AI Impact Summary

Air Traffic Controllers faces moderate AI displacement risk with a score of 37/100. This occupation has higher AI displacement risk than 73% of all analyzed occupations. Of 24 analyzed tasks, 10 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingJudgment and Decision MakingMonitoringActive LearningSystems AnalysisWritingTechnology Design

Recommended Courses

Courses matched to Air Traffic Controllers skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.7pt risk+$8K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-5.4pt risk+$8K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.8pt risk+$9K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School1%
High School Diploma36%
Some College21%
Post-Secondary Certificate6%
Associate's Degree14%
Bachelor's Degree20%
Master's Degree2%

Prior Experience Needed

Work experience required to enter this job

None43%
1-3 months2%
3-6 months3%
6 months - 1 year6%
1-2 years21%
2-4 years15%
4-6 years5%
8-10 years2%
Over 10 years3%

Training Provided After Hiring

How long it typically takes to learn on the job

None2%
1-3 months4%
3-6 months4%
6 months - 1 year23%
1-2 years20%
2-4 years39%
4-6 years8%

How AI Impacts Each Task

24 tasks analyzed

Inform pilots about nearby planes or potentially hazardous conditions, such as weather, speed and direction of wind, or visibility problems.

Risk: 76.0%AI: 67EstimatedTime: 5%

Issue landing and take-off authorizations or instructions.

Risk: 72.0%AI: 57EstimatedTime: 5%

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

Risk: 37.0%AI: 25EstimatedTime: 5%

Transfer control of departing flights to traffic control centers and accept control of arriving flights.

Risk: 78.0%AI: 72EstimatedTime: 4%

Alert airport emergency services in cases of emergency or when aircraft are experiencing difficulties.

Risk: 80.0%AI: 77EstimatedTime: 2%

Monitor or direct the movement of aircraft within an assigned air space or on the ground at airports to minimize delays and maximize safety.

Risk: 31.0%AI: 10EstimatedTime: 8%

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

Risk: 72.0%AI: 57EstimatedTime: 5%

Monitor aircraft within a specific airspace, using radar, computer equipment, or visual references.

Risk: 47.0%AI: 50EstimatedTime: 8%

Direct ground traffic, including taxiing aircraft, maintenance or baggage vehicles, or airport workers.

Risk: 72.0%AI: 57EstimatedTime: 4%

Contact pilots by radio to provide meteorological, navigational, or other information.

Risk: 86.0%AI: 92EstimatedTime: 4%

Maintain radio or telephone contact with adjacent control towers, terminal control units, or other area control centers to coordinate aircraft movement.

Risk: 80.0%AI: 77EstimatedTime: 4%

Determine the timing or procedures for flight vector changes.

Risk: 37.0%AI: 25EstimatedTime: 5%

Initiate or coordinate searches for missing aircraft.

Risk: 43.0%AI: 40EstimatedTime: 2%

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

Risk: 21.0%AI: 15EstimatedTime: 3%

Check conditions and traffic at different altitudes in response to pilots' requests for altitude changes.

Risk: 45.0%AI: 45EstimatedTime: 4%

Relay air traffic information, such as courses, altitudes, or expected arrival times, to control centers.

Risk: 86.0%AI: 92EstimatedTime: 4%

Inspect, adjust, or control radio equipment or airport lights.

Risk: 59.0%AI: 65EstimatedTime: 2%

Compile information about flights from flight plans, pilot reports, radar, or observations.

Risk: 67.4%AI: 45.38ObservedTime: 4%

Organize flight plans or traffic management plans to prepare for planes about to enter assigned airspace.

Risk: 49.0%AI: 55EstimatedTime: 4%

Conduct pre-flight briefings on weather conditions, suggested routes, altitudes, indications of turbulence, or other flight safety information.

Risk: 31.0%AI: 40EstimatedTime: 3%

Analyze factors such as weather reports, fuel requirements, or maps to determine air routes.

Risk: 51.0%AI: 60EstimatedTime: 3%

Review records or reports for clarity and completeness and maintain records or reports as required under federal law.

Risk: 64.0%AI: 37.1ObservedTime: 2%

Complete daily activity reports and keep records of messages from aircraft.

Risk: 86.0%AI: 92EstimatedTime: 2%

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.

Risk: 31.0%AI: 10EstimatedTime: 8%

Protective Factors

Total protective discount: 32.8%

Essential Soft Skills

Traits that are hard for AI to replicate

Stress ToleranceAttention to DetailDependabilityAdaptability/FlexibilityPersistenceAnalytical ThinkingAchievement/EffortSelf ControlCooperationInitiativeIntegrityIndependence

Wage & Employment (2024)

Median Wage

$144,580

per year

Mean Wage

$142,740

per year

Employment

22K

workers

Wage Range

$76,090 - $210,410

10th - 90th pct

Wage Distribution

$76,090Median: $144,580$210,410
Career Planning

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Alternate Career Paths

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Air Traffic Controllers professionals should diversify beyond them.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership is AI-resistant — strengthening this skill provides durable career protection.

  • Social Perceptiveness

    Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Systems Analysis

    Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 3 scoring runs

-8.2

overall change

Checking for existing plan...