All occupations › Installation, maintenance & repairCan AI Replace Rail Car Repairers in 2026? Lower exposure. AI could handle about 11% of today's rail car repairers tasks by 2036, and there is a 6% chance the number of jobs falls by a fifth or more. AI mostly assists people in this role.
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Timeline Year 2030 Headcount (2025 = 100)
101
Chance of 20%+ fewer jobs
7% 2030 · 6% 2036
One person could cover, 2036
~1 roles
0% 50% 100% 2026 2028 2030 2032 2034 2036 2026: 4% 2027: 5% 2028: 5% 2029: 6% 2030: 7% 2031: 8% 2032: 9% 2033: 10% 2034: 10% 2035: 11% 2036: 11% 7% Share of today's tasks AI can perform 40 80 120 2026 2028 2030 2032 2034 2036 2026: 100 2027: 101 2028: 101 2029: 101 2030: 101 2031: 101 2032: 101 2033: 101 2034: 102 2035: 102 2036: 102 101 Headcount index, 2025 = 100 (dashed line) Your survival map Not every part of your job is at the same risk. Tap a number to see what to do about each task.
You 1 2 3 4 5
Tap a number on the map or a task below.
1 Inspect components such as bearings, seals, gaskets, wheels, and coupler assemblies to determine if repairs are needed. 2 Repair or replace defective or worn parts such as bearings, pistons, and gears, using hand tools, torque wrenches, power tools, and welding equipment. 3 Remove locomotives, car mechanical units, or other components, using pneumatic hoists and jacks, pinch bars, hand tools, and cutting torches. 4 Inspect the interior and exterior of rail cars coming into rail yards to identify defects and to determine the extent of wear and damage. 5 Record conditions of cars, and repair and maintenance work performed or to be performed. Based on 20 O*NET tasks for "Rail Car Repairers" (SOC 49-3043.00). LLM alone: 7% of tasks; with AI tools: 13%. Projections are a model, not official statistics. How we calculate this · Data version 2026-10
