Short answer
Not replaced, but changed. BLS rates the exposure as high, so AI can help with a real share of the work, yet it still projects employment to grow.
AI and jobs
The Bureau of Labor Statistics places parts salespersons in its high AI exposure category, above the middle of the pack: a substantial share of the work overlaps with what AI can do. BLS projects employment to change by +3.0% over 2025–2035, against 3.5% for all occupations, with about 30,000 openings a year.
Short answer
Not replaced, but changed. BLS rates the exposure as high, so AI can help with a real share of the work, yet it still projects employment to grow.
The federal measure
The Bureau of Labor Statistics publishes a relative AI exposure category for each occupation it projects, built from five public measures of where AI could be, or already is, used to assist with or complete the work. Parts Salespersons land in the high category: above the middle of the pack: a substantial share of the work overlaps with what AI can do.
Where this job sits on the BLS scale
786 occupations in the NueCareer bank, in BLS's four relative categories; width shows how many fall in each
Source: BLS Employment Projections, AI exposure categories supplemental table.
Inside the work
O*NET rates how important each work activity is to an occupation and how often each working condition comes up. The ratings below are the ones that move the job's NueCareer AI-resilience score the most: the ones that pull it up, and the ones that pull it down. Only ratings clearly above the midpoint count.
Physical, hands-on and person-to-person work
Routine, repeatable and screen-based work
O*NET 31.0 Database task statements, most important first.
The jobs
Exposure says where AI meets the work. The BLS projection says what the labor market is expected to do over 2025–2035. BLS projects +3.0% change in employment over the decade, against 3.5% across all occupations, and about 30,000 openings a year once retirements and career changes are counted. About 270,070 people work in the job today, at a median of $38,630 a year (BLS OEWS, May 2025).
Full parts salesperson profile: pay by state, entry route and skills
Options
Careers O*NET lists as related to the work, or in the same field at similar pay, that BLS places in a lower exposure category.
Transportation and Material Moving
Service automobiles, buses, trucks, boats, and other automotive or marine vehicles with fuel, lubricants, and accessories.
Production
Construct, assemble, or rebuild machines, such as engines, turbines, and similar equipment used in such industries as construction, extraction, textiles, and paper manufacturing.
Transportation and Material Moving
Manually move freight, stock, luggage, or other materials, or perform other general labor.
Installation, Maintenance, and Repair
Repair, adjust, or install all types of electric or gas household appliances, such as refrigerators, washers, dryers, and ovens.
Transportation and Material Moving
Receive, store, and issue merchandise, materials, equipment, and other items from stockroom, warehouse, or storage yard to fill shelves, racks, tables, or customers' orders.
Questions
Not replaced, but changed. BLS rates the exposure as high, so AI can help with a real share of the work, yet it still projects employment to grow. BLS defines exposure as AI being able to assist with or complete some of the work, and says it does not imply job loss, productivity gains or wage effects. BLS projects employment to change by +3.0% over 2025–2035, against 3.5% for all occupations, with about 30,000 openings a year.
BLS sorts 786 occupations into four relative categories: low, moderate, high and very high. Parts Salespersons are in the high category, alongside 189 other occupations. The categories combine five public measures of where AI could be or already is used, and they compare occupations with each other rather than giving an absolute risk.
In O*NET's description of the work, the parts that overlap most with what AI handles well are documenting/recording information, working with computers and repeating the same tasks. The parts that hold up best are performing for or working directly with the public, face-to-face discussions and dealing with the public. These come from O*NET ratings of how important each activity is to the job, read through NueCareer's AI-resilience method.
On NueCareer's AI-resilience score, built from O*NET work activities, parts salespersons score 51 out of 100, higher than 63% of the occupations we score. The job pays a median of $38,630 a year (BLS OEWS, May 2025). No job is fully safe from technological change, but the federal exposure category and the projected openings are the two numbers worth weighing.
Automotive and Watercraft Service Attendant (low exposure, $35,670 median), Engine and Other Machine Assembler (low exposure, $53,710 median), Laborer and Freight, Stock, and Material Mover, Hand (low exposure, $40,240 median), Home Appliance Repairer (moderate exposure, $50,990 median). Each is in a lower BLS exposure category than parts salespersons, and most are listed by O*NET as related to the work.
The AI exposure category is the Bureau of Labor Statistics'. The AI-resilience score and the activity breakdown are NueCareer's analysis of O*NET 31.0 Database data (method), not a federal figure. More: jobs most exposed to AI, jobs least exposed to AI, or check any job.