Maintenance Helpers
Official O*NET title: Helpers--Installation, Maintenance, and Repair Workers (49-9098.00)
Also called: hvac helper, hvac installation helper, maintenance aide, maintenance helper, mechanic helper
Do you do this at work?
Answer each card — it takes about a minute.
Do you do this at work?
Examine and test machinery, equipment, components, and parts for defects to make sure proper functioning
Swipe right for yes, left for not me. On a keyboard: → yes, ← not me, Z undo. +2 XP per answer.
How AI is changing maintenance helpers work
1 of 14 measurable main tasks for this job show up in real AI-use data, so we rate it Green (little AI use yet) — 7%.
This shows where people already use AI, not whether the job will disappear. How we measure this.
Tasks in this job and recorded AI use
- Examine and test machinery, equipment, components, and parts for defects to make sure proper functioning (main task) — some recorded AI use
- Install or replace machinery, equipment, and new or replacement parts and instruments, using hand or power tools (main task) — no recorded AI use
- Tend and observe equipment and machinery to verify efficient and safe operation (main task) — no recorded AI use
- Adjust, connect, or disconnect wiring, piping, tubing, and other parts, using hand or power tools (main task) — no recorded AI use
- Clean or lubricate vehicles, machinery, equipment, instruments, tools, work areas, and other objects, using hand tools, power tools, and cleaning equipment (main task) — no recorded AI use
- Hold or supply tools, parts, equipment, and supplies for other workers (main task) — no recorded AI use
- Diagnose electrical problems and install and rewire electrical components (main task) — no recorded AI use
- Disassemble broken or defective equipment to help with repair and reassemble equipment when repairs are complete (main task) — no recorded AI use
- Position vehicles, machinery, equipment, physical structures, and other objects for assembly or installation, using hand tools, power tools, and moving equipment (main task) — no recorded AI use
- Transfer tools, parts, equipment, and supplies to and from work stations and other areas (main task) — no recorded AI use
- Adjust, maintain, and repair tools, equipment, and machines, and assist more skilled workers with similar tasks (main task) — no recorded AI use
- Order new parts to maintain inventory (main task) — no recorded AI use
- Apply protective materials to equipment, components, and parts to prevent defects and corrosion (main task) — no recorded AI use
- Design, weld, and fabricate parts, using blueprints or other mechanical plans (main task) — no recorded AI use
- Assemble and maintain physical structures, using hand or power tools — no recorded AI use
- Prepare work stations for use by mechanics and repairers — no recorded AI use
Tasks: O*NET 31.0. AI use: Anthropic Economic Index (exact or close text match).
Your first steps (guidance)
- Week 1: Open a free AI assistant and say hello. Follow our “Getting started with AI” guide. Ask it one simple question about your work.
- Week 2: Use AI on one task you do often. Try the prompt for: “Examine and test machinery, equipment, components, and parts for defects to make sure proper functioning”. Try the prompt for: “Order new parts to maintain inventory”.
Tick your own tasks above to get a plan based on what you really do. The first 2 weeks are free; Premium (coming soon) adds weeks 3–12. New to AI? Read our beginner’s guide.
Questions about AI and maintenance helpers
Will AI replace maintenance helpers?
Our data can’t predict job losses, and we don’t try to. What it does show: 1 of the 14 main tasks for this job match tasks people already use AI for (Anthropic Economic Index), giving a Green rating (little AI use yet). Using AI on a task is not the same as AI doing the whole job, and 15 of the 16 listed tasks show no recorded AI use yet.
Which maintenance helper tasks is AI used for most?
In the data, the most AI use among this job’s tasks is for: examine and test machinery, equipment, components, and parts for defects to make sure proper functioning.
Which maintenance helper tasks show little or no AI use?
For example: install or replace machinery, equipment, and new or replacement parts and instruments, using hand or power tools; tend and observe equipment and machinery to verify efficient and safe operation; adjust, connect, or disconnect wiring, piping, tubing, and other parts, using hand or power tools. These are good places to keep building your own skills.
How does this job compare to others?
In Microsoft Research’s “Working with AI” study, this job’s AI applicability score is equal to or higher than 17% of the occupations they scored. That measures overlap with AI chat use, not risk of job loss.
How can a maintenance helper start learning AI?
Start small: open a free AI assistant, try it on one task you do often, and always check facts and numbers yourself. The plan on this page is guidance, not professional advice.
See how this job ranks
Maintenance Helpers ranks #521 of 572 jobs for the share of main tasks with AI use (#1 = most), and #31 of 44 in Trades & Repair.
Related jobs
- Will AI change construction supervisors?
- Will AI change carpenters?
- Will AI change tile and stone setters?
- Will AI change cement masons and concrete finishers?
- Will AI change drywall installers?
- Will AI change electricians?
- Will AI change bricklayer's helpers?
- Will AI change millwrights?
- Will AI change electric motor and power tool repairers?
- Will AI change maintenance technicians (handymen)?
- See all jobs