AI Automation Index

Will AI Replace Maintenance Workers, Machinery?

Analyze the automation vulnerability, task-level AI risk, salary, and demand projection for Maintenance Workers, Machinery. Run the upskilling simulator.

E-E-A-T Verified
• Developed & audited by Gini Loh

AI Vulnerability

47% risk score

Median Salary

$60,850 / year

Growth Demand

Medium

Constituent Task Mix

We parsed O*NET's 18 constituent tasks for this occupation and classified them by AI threat risk.

High Automation Risk (Routine Tasks) 6%
Medium Automation Risk (Cognitive/Technical) 83%
Low Automation Risk (Strategy/Leadership) 11%

How would you survive?

Automate your routine tasks and design your day around strategic advisory to future-proof this score.

Simulate Upskilling →

constituent Tasks

Dismantle machines and remove parts for repair, using hand tools, chain falls, jacks, cranes, or hoists.

Semi-structured task combining routine and non-routine responsibilities.

Reassemble machines after the completion of repair or maintenance work.

Semi-structured task combining routine and non-routine responsibilities.

Record production, repair, and machine maintenance information.

Routine cognitive or manual task with high vulnerability to automation.

Lubricate or apply adhesives or other materials to machines, machine parts, or other equipment according to specified procedures.

Semi-structured task combining routine and non-routine responsibilities.

Install, replace, or change machine parts and attachments, according to production specifications.

Semi-structured task combining routine and non-routine responsibilities.

Set up and operate machines, and adjust controls to regulate operations.

Semi-structured task combining routine and non-routine responsibilities.

Collaborate with other workers to repair or move machines, machine parts, or equipment.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Read work orders and specifications to determine machines and equipment requiring repair or maintenance.

Semi-structured task combining routine and non-routine responsibilities.

Inspect or test damaged machine parts, and mark defective areas or advise supervisors of repair needs.

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

Start machines and observe mechanical operation to determine efficiency and to detect problems.

Semi-structured task combining routine and non-routine responsibilities.

Transport machine parts, tools, equipment, and other material between work areas and storage, using cranes, hoists, or dollies.

Semi-structured task combining routine and non-routine responsibilities.

Collect and discard worn machine parts and other refuse to maintain machinery and work areas.

Semi-structured task combining routine and non-routine responsibilities.

Inventory and requisition machine parts, equipment, and other supplies so that stock can be maintained and replenished.

Semi-structured task combining routine and non-routine responsibilities.

Remove hardened material from machines or machine parts, using abrasives, power and hand tools, jackhammers, sledgehammers, or other equipment.

Semi-structured task combining routine and non-routine responsibilities.

Replace, empty, or replenish machine and equipment containers such as gas tanks or boxes.

Semi-structured task combining routine and non-routine responsibilities.

Clean machines and machine parts, using cleaning solvents, cloths, air guns, hoses, vacuums, or other equipment.

Semi-structured task combining routine and non-routine responsibilities.

Replace or repair metal, wood, leather, glass, or other lining in machines, or in equipment compartments or containers.

Semi-structured task combining routine and non-routine responsibilities.

Measure, mix, prepare, and test chemical solutions used to clean or repair machinery and equipment.

Semi-structured task combining routine and non-routine responsibilities.

Embed this calculator on your site ↓

Bloggers & authors: Embed this interactive calculator directly in your articles or comparison guides. It loads dynamically via a responsive iframe (auto-resizing to prevent double scrollbars) and provides a direct, high-value tool for your audience.

<div class="giniloh-calculator-embed" data-calculator="maintenance-workers-machinery"></div> <script src="https://giniloh.com/embed.js" async></script>

Community Sentiment

Do you agree?

Do you agree with the AI automation risk score calculated for this occupation?

O*NET Methodology

O*NET Data Source

This page dynamically extracts data structures sponsored by the U.S. Department of Labor. Our AI classification applies cognitive task automation risk models to individual tasks.

Related Article

Engineer at work

Best AI Proof Jobs in a Changing Market

Worried robots are coming for your paycheck? You’re not alone—but the real story is far more hopeful. This guide cuts through the scare headlines to reveal exactly where smart, sustainable career opportunities exist right now. We’ve curated a list of true ai proof jobs—roles in healthcare, skilled trades, and cybersecurity that not only survive automation but thrive because of human judgment and empathy. You’ll get specific, money-making data on projected growth (the BLS says wind turbine technicians, for instance, will grow 44% by 2032), real salary ranges from active job listings, and a simple self-assessment quiz to identify your own most resilient path. Plus, we name companies hiring today and the niche job boards they use. Stop worrying and start planning—your secure career is closer than you think.

Read Article ->