Will AI replace Railroad Brake, Signal, and Switch Operators and Locomotive Firers?
AI can do 7% of the work Railroad Brake, Signal, and Switch Operators and Locomotive Firers do at least twice as fast. Real use has not caught up: none of their tasks show up in real AI use yet, but AI could speed up 2 of them. Robots can technically handle 14 physical tasks. 10 still need a person.
AI is already doing this0 · 0% of time
People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.
- Real AI use has not reached any of this job's tasks yet.
AI could do this next2 · 7% of time
AI can speed these up by at least half, but real use has not caught up yet. These are next in line.
- Monitor trains as they go around curves to detect dragging equipment and smoking journal boxes.4% of time
- Record numbers of cars available, numbers of cars sent to repair stations, and types of service needed.2% of time
Robots can technically do this14 · 43% of time
Physical tasks that today's robots can perform in at least some settings. Robots are cost competitive for very few tasks so far, so this change moves slower.
- Pull or push track switches to reroute cars.Robots: purpose built settings10% of time
- Inspect couplings, air hoses, journal boxes, and handbrakes to ensure that they are securely fastened and functioning properly.Robots: purpose built settings5% of time
- Operate and drive locomotives, diesel switch engines, dinkey engines, flatcars, and railcars in train yards and at industrial sites.Robots: structured workplaces4% of time
- Climb ladders to tops of cars to set brakes.Robots: purpose built settings3% of time
- Inspect tracks, cars, and engines for defects and to determine service needs, sending engines and cars for repairs as necessary.Robots: purpose built settings3% of time
- Connect air hoses to cars, using wrenches.Robots: purpose built settings3% of time
- Ride atop cars that have been shunted, and turn handwheels to control speeds or stop cars at specified positions.Robots: purpose built settings3% of time
- Conduct brake tests to determine the condition of brakes on trains.Robots: structured workplaces3% of time
- Inspect locomotives to detect damaged or worn parts.Robots: purpose built settings2% of time
- Check to see that trains are equipped with supplies such as fuel, water, and sand.Robots: purpose built settings1% of time
- Set flares, flags, lanterns, or torpedoes in front and at rear of trains during emergency stops to warn oncoming trains.Robots: purpose built settings1% of time
- Start diesel engines to warm engines before runs.Robots: structured workplaces1% of time
- Refuel and lubricate engines.Robots: purpose built settings1% of time
- Operate locomotives in emergency situations.Robots: structured workplacesunder 1% of time
Still needs a person10 · 51% of time
No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.
- Observe train signals along routes and verify their meanings for engineers.11% of time
- Signal locomotive engineers to start or stop trains when coupling or uncoupling cars, using hand signals, lanterns, or radio communication.11% of time
- Observe tracks from left sides of locomotives to detect obstructions on tracks.7% of time
- Raise levers to couple and uncouple cars for makeup and breakup of trains.7% of time
- Observe signals from other crew members so that work activities can be coordinated.5% of time
- Receive oral or written instructions from yardmasters or yard conductors indicating track assignments and cars to be switched.4% of time
- Signal other workers to set brakes and to throw track switches when switching cars from trains to way stations.2% of time
- Monitor oil, temperature, and pressure gauges on dashboards to determine if engines are operating safely and efficiently.1% of time
- Make minor repairs to couplings, air hoses, and journal boxes, using hand tools.1% of time
- Provide passengers with assistance entering and exiting trains.1% of time
Your week is not the average
Describe what you actually do and get a personal report: your own tasks, what AI can already do, what stays yours and a 90 day plan.
What this means
Little of this work suits AI. The bigger change here is robots: today's robots can technically do 47% of the working time, though they are rarely cheap enough to replace people yet.
What to do next
- Get ahead on the 2 tasks AI could do next. These move as tools improve, so learning them early pays off.
- Keep an eye on the 14 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
- Build on the 10 tasks that stay human. This is where your judgment, skill and relationships matter most.
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