Técnicos y Mecánicos Automotrices
Construcción, Mantenimiento y ReparaciónExposición a la IA
- Fuente de datos: BLSPublicado: 2026-08
Moderado· relativa
BajoCuatro bandas relativasMuy altoValor por grupo ocupacional
Escala, base y fuente
Cuatro bandas relativas (Bajo / Moderado / Alto / Muy alto)
831 ocupaciones detalladas de la tabla de proyecciones de empleo de BLS. El valor se asigna por código de la National Employment Matrix (NEM), de modo que las ocupaciones que comparten un código NEM reciben la misma banda
- Fuente de datos: AnthropicPublicado: 2026-03
0.000
0.000Rango de los valores aquí recogidos0.745Escala, base y fuente
Índice de exposición observada, 0–1 tal como se publica
Mapeado sobre tareas de O*NET
- Fuente de datos: ILOPublicado: 2025
0.18
0.09Rango de los valores aquí recogidos0.70Valor por grupo ocupacional
Escala, base y fuente
Índice de exposición a la IA generativa, 0–1 tal como se publica
Grupo primario de la CIUO-08 — todas las ocupaciones con ese código reciben este valor
Calculado por este sitio, no publicado por la OIT: de las 1012 ocupaciones que este sitio vincula al conjunto de datos de la OIT, un 90% alcanza o supera este valor.
Qué tipo de cifra publica esta fuente
La categoría de BLS es un rango relativo, no un nivel absoluto, y tampoco es una medición de primera mano: agrupa en cuatro bandas los rangos percentiles de la ocupación en varios estudios publicados. No es una previsión de empleo ni de salarios, no es una probabilidad de adopción y no distingue entre automatización y aumento.
Task-level exposure
Solo tareas expuestas| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Plan work procedures, using charts, technical manuals, and experience.49-3023 | 0.0300100.0 | 0.0300100.0 |
Estimate costs of vehicle repair.49-3023 | 0.00000.0 | —0 |
Troubleshoot fuel, ignition, and emissions control systems, using electronic testing equipment.49-3023 | 0.00000.0 | —0 |
| Not observed on any surface — 27 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | ||
Test drive vehicles and test components and systems, using equipment such as infrared engine analyzers, compression gauges, and computerized diagnostic devices. | —0 | —0 |
Inspect vehicles for damage and record findings so that necessary repairs can be made. | —0 | —0 |
Test and adjust repaired systems to meet manufacturers' performance specifications. | —0 | —0 |
Repair, reline, replace, and adjust brakes. | —0 | —0 |
Review work orders and discuss work with supervisors. | —0 | —0 |
Confer with customers to obtain descriptions of vehicle problems and to discuss work to be performed and future repair requirements. | —0 | —0 |
Align vehicles' front ends. | —0 | —0 |
Test electronic computer components in automobiles to ensure proper operation. | —0 | —0 |
Tear down, repair, and rebuild faulty assemblies, such as power systems, steering systems, and linkages. | —0 | —0 |
Perform routine and scheduled maintenance services, such as oil changes, lubrications, and tune-ups. | —0 | —0 |
Follow checklists to ensure all important parts are examined, including belts, hoses, steering systems, spark plugs, brake and fuel systems, wheel bearings, and other potentially troublesome areas. | —0 | —0 |
Maintain cleanliness of work area. | —0 | —0 |
Align wheels, axles, frames, torsion bars, and steering mechanisms of automobiles, using special alignment equipment and wheel-balancing machines. | —0 | —0 |
Tune automobile engines to ensure proper and efficient functioning. | —0 | —0 |
Repair, replace, or adjust defective fuel injectors, carburetor parts, and gasoline filters. | —0 | —0 |
Repair and service air conditioning, heating, engine cooling, and electrical systems. | —0 | —0 |
Disassemble units and inspect parts for wear, using micrometers, calipers, and gauges. | —0 | —0 |
Change spark plugs, fuel filters, air filters, and batteries in hybrid electric vehicles. | —0 | —0 |
Overhaul or replace carburetors, blowers, generators, distributors, starters, and pumps. | —0 | —0 |
Repair or replace parts such as pistons, rods, gears, valves, and bearings. | —0 | —0 |
Rewire ignition systems, lights, and instrument panels. | —0 | —0 |
Install, adjust, or repair hydraulic or electromagnetic automatic lift mechanisms used to raise and lower automobile windows, seats, and tops. | —0 | —0 |
Rebuild parts, such as crankshafts and cylinder blocks. | —0 | —0 |
Conduct visual inspections of compressed natural gas fuel systems to identify cracks, gouges, abrasions, discoloration, broken fibers, loose brackets, damaged gaskets, or other problems. | —0 | —0 |
Diagnose and replace or repair engine management systems or related sensors for flexible fuel vehicles (FFVs) with ignition timing, fuel rate, alcohol concentration, or air-to-fuel ratio malfunctions. | —0 | —0 |
Repair or rebuild transmissions. | —0 | —0 |
Retrofit vehicle fuel systems with aftermarket products, such as vapor transfer devices, evaporation control devices, swirlers, lean burn devices, and friction reduction devices, to enhance combustion and fuel efficiency. | —0 | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Plan work procedures, using charts, technical manuals, and experience.O*NET Task ID 23535 | 1.0 |
Inspect vehicles for damage and record findings so that necessary repairs can be made.O*NET Task ID 23523 | 0.5 |
Estimate costs of vehicle repair.O*NET Task ID 23526 | 0.5 |
Conduct visual inspections of compressed natural gas fuel systems to identify cracks, gouges, abrasions, discoloration, broken fibers, loose brackets, damaged gaskets, or other problems.O*NET Task ID 23548 | 0.5 |
Test drive vehicles and test components and systems, using equipment such as infrared engine analyzers, compression gauges, and computerized diagnostic devices.O*NET Task ID 23522 | 0.0 |
Test and adjust repaired systems to meet manufacturers' performance specifications.O*NET Task ID 23524 | 0.0 |
Repair, reline, replace, and adjust brakes.O*NET Task ID 23525 | 0.0 |
Review work orders and discuss work with supervisors.O*NET Task ID 23527 | 0.0 |
Troubleshoot fuel, ignition, and emissions control systems, using electronic testing equipment.O*NET Task ID 23528 | 0.0 |
Confer with customers to obtain descriptions of vehicle problems and to discuss work to be performed and future repair requirements.O*NET Task ID 23529 | 0.0 |
Align vehicles' front ends.O*NET Task ID 23530 | 0.0 |
Test electronic computer components in automobiles to ensure proper operation.O*NET Task ID 23531 | 0.0 |
Tear down, repair, and rebuild faulty assemblies, such as power systems, steering systems, and linkages.O*NET Task ID 23532 | 0.0 |
Perform routine and scheduled maintenance services, such as oil changes, lubrications, and tune-ups.O*NET Task ID 23533 | 0.0 |
Follow checklists to ensure all important parts are examined, including belts, hoses, steering systems, spark plugs, brake and fuel systems, wheel bearings, and other potentially troublesome areas.O*NET Task ID 23534 | 0.0 |
Maintain cleanliness of work area.O*NET Task ID 23536 | 0.0 |
Align wheels, axles, frames, torsion bars, and steering mechanisms of automobiles, using special alignment equipment and wheel-balancing machines.O*NET Task ID 23537 | 0.0 |
Tune automobile engines to ensure proper and efficient functioning.O*NET Task ID 23538 | 0.0 |
Repair, replace, or adjust defective fuel injectors, carburetor parts, and gasoline filters.O*NET Task ID 23539 | 0.0 |
Repair and service air conditioning, heating, engine cooling, and electrical systems.O*NET Task ID 23540 | 0.0 |
Disassemble units and inspect parts for wear, using micrometers, calipers, and gauges.O*NET Task ID 23541 | 0.0 |
Change spark plugs, fuel filters, air filters, and batteries in hybrid electric vehicles.O*NET Task ID 23542 | 0.0 |
Overhaul or replace carburetors, blowers, generators, distributors, starters, and pumps.O*NET Task ID 23543 | 0.0 |
Repair or replace parts such as pistons, rods, gears, valves, and bearings.O*NET Task ID 23544 | 0.0 |
Rewire ignition systems, lights, and instrument panels.O*NET Task ID 23545 | 0.0 |
Install, adjust, or repair hydraulic or electromagnetic automatic lift mechanisms used to raise and lower automobile windows, seats, and tops.O*NET Task ID 23546 | 0.0 |
Rebuild parts, such as crankshafts and cylinder blocks.O*NET Task ID 23547 | 0.0 |
Diagnose and replace or repair engine management systems or related sensors for flexible fuel vehicles (FFVs) with ignition timing, fuel rate, alcohol concentration, or air-to-fuel ratio malfunctions.O*NET Task ID 23549 | 0.0 |
Repair or rebuild transmissions.O*NET Task ID 23550 | 0.0 |
Retrofit vehicle fuel systems with aftermarket products, such as vapor transfer devices, evaporation control devices, swirlers, lean burn devices, and friction reduction devices, to enhance combustion and fuel efficiency.O*NET Task ID 23551 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page