Takeover Tracker
44%medium risk

Locomotive Firers

Monitor locomotive instruments and watch for dragging equipment, obstacles on rights-of-way, and train signals during run. Watch for and relay traffic signals from yard workers to yard engineer in railroad yard.

Higher risk than 90% of occupations
Checking for existing plan...

How AI Impacts Each Task

11 tasks analyzed

Observe train signals along routes and verify their meanings for engineers.

Risk: 77.2%AI: 70EstimatedTime: 15%

Monitor trains as they go around curves to detect dragging equipment and smoking journal boxes.

Risk: 53.0%AI: 50EstimatedTime: 10%

Receive signals from workers in rear of train and relay that information to engineers.

Risk: 74.0%AI: 62EstimatedTime: 10%

Observe tracks from left sides of locomotives to detect obstructions on tracks.

Risk: 53.0%AI: 50EstimatedTime: 15%

Operate locomotives in emergency situations.

Risk: 11.0%AI: 5EstimatedTime: 2%

Inspect locomotives to detect damaged or worn parts.

Risk: 57.0%AI: 60EstimatedTime: 8%

Signal other workers to set brakes and to throw track switches when switching cars from trains to way stations.

Risk: 45.0%AI: 30EstimatedTime: 5%

Check to see that trains are equipped with supplies such as fuel, water, and sand.

Risk: 53.0%AI: 50EstimatedTime: 5%

Monitor oil, temperature, and pressure gauges on dashboards to determine if engines are operating safely and efficiently.

Risk: 88.0%AI: 97EstimatedTime: 10%

Start diesel engines to warm engines before runs.

Risk: 69.0%AI: 90EstimatedTime: 5%

Operate locomotives under the instruction of engineers.

Risk: 41.0%AI: 20EstimatedTime: 15%

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%

Reading Comprehension 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.

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.

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.

Service Orientation82%

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

Equipment Maintenance78%

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

Recommended Courses

Courses matched to Locomotive Firers 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

-6.8pt 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

-5.2pt 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

+0.9

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma65%
Some College20%
Post-Secondary Certificate15%

Prior Experience Needed

Work experience required to enter this job

6 months - 1 year5%
1-2 years70%
2-4 years25%

Training Provided After Hiring

How long it typically takes to learn on the job

6 months - 1 year40%
1-2 years55%
2-4 years5%

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