Takeover Tracker
38%medium risk

Railroad Brake, Signal, and Switch Operators

Operate railroad track switches. Couple or uncouple rolling stock to make up or break up trains. Signal engineers by hand or flagging. May inspect couplings, air hoses, journal boxes, and hand brakes.

Higher risk than 76% of occupations
Checking for existing plan...

How AI Impacts Each Task

21 tasks analyzed

Signal locomotive engineers to start or stop trains when coupling or uncoupling cars, using hand signals, lanterns, or radio communication.

Risk: 43.0%AI: 25EstimatedTime: 9%

Operate and drive locomotives, diesel switch engines, dinkey engines, flatcars, and railcars in train yards and at industrial sites.

Risk: 49.0%AI: 40EstimatedTime: 9%

Pull or push track switches to reroute cars.

Risk: 45.0%AI: 30EstimatedTime: 8%

Observe signals from other crew members so that work activities can be coordinated.

Risk: 74.0%AI: 62EstimatedTime: 5%

Inspect couplings, air hoses, journal boxes, and handbrakes to ensure that they are securely fastened and functioning properly.

Risk: 47.0%AI: 35EstimatedTime: 8%

Raise levers to couple and uncouple cars for makeup and breakup of trains.

Risk: 45.0%AI: 30EstimatedTime: 8%

Climb ladders to tops of cars to set brakes.

Risk: 41.0%AI: 20EstimatedTime: 5%

Receive oral or written instructions from yardmasters or yard conductors indicating track assignments and cars to be switched.

Risk: 86.0%AI: 92EstimatedTime: 5%

Refuel and lubricate engines.

Risk: 47.0%AI: 35EstimatedTime: 3%

Watch for and relay traffic signals to start and stop cars during shunting.

Risk: 76.0%AI: 67EstimatedTime: 5%

Set flares, flags, lanterns, or torpedoes in front and at rear of trains during emergency stops to warn oncoming trains.

Risk: 13.0%AI: 10EstimatedTime: 2%

Monitor oil, air, and steam pressure gauges, and make sure water levels are adequate.

Risk: 86.0%AI: 92EstimatedTime: 4%

Inspect tracks, cars, and engines for defects and to determine service needs, sending engines and cars for repairs as necessary.

Risk: 59.0%AI: 65EstimatedTime: 5%

Ride atop cars that have been shunted, and turn handwheels to control speeds or stop cars at specified positions.

Risk: 41.0%AI: 20EstimatedTime: 4%

Adjust controls to regulate air-conditioning, heating, and lighting on trains for comfort of passengers.

Risk: 63.0%AI: 75EstimatedTime: 2%

Record numbers of cars available, numbers of cars sent to repair stations, and types of service needed.

Risk: 88.0%AI: 97EstimatedTime: 3%

Provide passengers with assistance entering and exiting trains.

Risk: 19.0%AI: 10EstimatedTime: 2%

Make minor repairs to couplings, air hoses, and journal boxes, using hand tools.

Risk: 13.0%AI: 10EstimatedTime: 3%

Connect air hoses to cars, using wrenches.

Risk: 45.0%AI: 30EstimatedTime: 3%

Answer questions from passengers concerning train rules, stations, and timetable information.

Risk: 32.3%AI: 43.12ObservedTime: 2%

Conduct brake tests to determine the condition of brakes on trains.

Risk: 47.0%AI: 35EstimatedTime: 5%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

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

Information Ordering5%

Information Ordering 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.

Mathematics10%

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

Memorization5%

Memorization 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.

Leadership88%

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

Manual Dexterity80%

Manual Dexterity 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.

Social Perceptiveness90%

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

Instructing75%

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

Service Orientation82%

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

Recommended Courses

Courses matched to Railroad Brake, Signal, and Switch Operators 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

-6.6pt risk

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

-4.9pt risk

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

-3.7pt risk

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.

Score History

Risk score over 2 scoring runs

-0.0

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School7%
High School Diploma87%
Some College6%

Prior Experience Needed

Work experience required to enter this job

None70%
1-3 months1%
3-6 months6%
6 months - 1 year8%
1-2 years5%
2-4 years10%

Training Provided After Hiring

How long it typically takes to learn on the job

1-3 months30%
3-6 months35%
6 months - 1 year25%
1-2 years5%
2-4 years4%

Related News

Recent articles about AI affecting this occupation

1 articles

Maryland Advances Bill to Protect Rail Jobs from Automation

Lawmakers are pushing legislation requiring two human crew members on freight trains, directly blocking efforts to fully automate rail operations. The move serves as a legislative firewall protecting union jobs against autonomous tech.

FreightWavesApr 6

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis