47-5041.00

Continuous Mining Machine Operators

Operate self-propelled mining machines that rip coal, metal and nonmetal ores, rock, stone, or sand from the mine face and load it onto conveyors, shuttle cars, or trucks in a continuous operation.

Moderate Risk

AI will significantly reshape this role

Safer than 59% of occupations we track

Frey & Osborne (2013) estimated 54% probability of automation for this role

paper →

59%

of jobs safer

417

jobs riskier than this

+0.6%

projected growth

Disruption Vector

Disruption Type

Physical Robots

Physical robotics, autonomous machines, and automated equipment are the main threat to the physical tasks in this occupation.

Continuous Mining Machine Operators work in underground mining environments where AI-assisted and partially automated mining equipment (Komatsu autonomous longwall systems, Joy Global) is being deployed in flat-seam coal operations. Remote operation and increasing automation are real trends in underground mining. Through 2027, automation reduces operators needed per machine but does not fully eliminate the operator role in underground environments; total demand is more affected by coal market dynamics than AI specifically.

Disrupted byBoston DynamicsAmazon RoboticsTesla Optimus

Salary & Job Outlook

Median Annual Pay

$63,380

US Bureau of Labor Statistics

10-Year Job Growth

+0.6%

Little or no change

Education Required

No formal educational credential

Job Zone 2 / 5

AI Risk Timeline

6.1

6.8

7.6

9.1

Today

Current AI exposure

5 Years

Near-term outlook

10 Years

Medium-term risk

20 Years

Long-term trajectory

Projection model: Based on current AI capability growth rates. High-risk occupations are projected to see compounding automation pressure, while human-centric roles show slower risk accumulation. These are statistical projections, not guarantees.

Skills Analysis — AI Vulnerability

AI can replicate (0)

AI-resistant (1)

Mixed

Active Listening65%

Speaking60%

Coordination62%

Monitoring58%

Time Management55%

Career Pivot Paths

If you're a Continuous Mining Machine Operators, consider pivoting toward these lower-risk roles:

Hairdressers, Hairstylists, and CosmetologistsFaster than average

Physical Robots·Risk: 1.5/10·-4.6 pts safer

ChoreographersFaster than average

Hybrid Threat·Risk: 1.5/10·-4.6 pts safer

Forensic Science TechniciansMuch faster than average

Hybrid Threat·Risk: 1.6/10·-4.5 pts safer

Makeup Artists, Theatrical and PerformanceFaster than average

Human-Centric·Risk: 1.6/10·-4.5 pts safer

Share Your Results

amicooked-five.vercel.app

Continuous Mining Machine Operators

6.1

/ 10

Moderate Risk

61% automation risk

"You're not cooked yet, but someone's preheating the oven."

Share on X (Twitter)

WhatsApp LinkedIn

Tweet preview

I just checked if I'm cooked as a Continuous Mining Machine Operators 🤖 AI risk score: 6.1/10 — Moderate Risk "You're not cooked yet, but someone's preheating the oven." Check yours 👇 https://amicooked-five.vercel.app/results/47-5041.00 #AmICooked #AI #FutureOfWork

Your score badge

AM I COOKED?

CONTINUOUS MINING MACHINE OPERATORS

6.1

/ 10

MODERATE RISK

amicooked-five.vercel.app

Screenshot this card to share on Instagram or TikTok 📸

You're safer than a New Accounts Clerks but riskier than a Solar Energy Systems Engineers.

This analysis is for informational purposes only and is based on statistical models and academic research. It does not constitute career advice and is not a guarantee of future employment outcomes. AI impact varies significantly by employer, region, and individual circumstances. Learn about our methodology →