Mostly Resilient
Last Update: 11/4/2026
AI Resilience Score for Operating Engineers:
55.5%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
High
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Med
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
There are a reasonable number of sources for this result, but there is some disagreement between them.
AI Resilience Report forOperating Engineers and Other Construction Equipment Operators
$59,850 median salary•39,200 annual openings•SOC Code: 47-2073.00
Operating Engineers and Other Construction Equipment Operators are somewhat more resilient to AI impacts than most occupations, according to our analysis of 6 sources.
This career is labeled "Mostly Resilient" because AI is being added as a helpful tool for operators rather than a replacement for them. The trickiest parts of the job, like reading unpredictable terrain, spotting hazards, and coordinating with a crew on a messy jobsite, still require the kind of real-world human judgment that AI genuinely struggles with.
Learn more about how you can thrive in this position
This role is mostly resilient
This career is labeled "Mostly Resilient" because AI is being added as a helpful tool for operators rather than a replacement for them. The trickiest parts of the job, like reading unpredictable terrain, spotting hazards, and coordinating with a crew on a messy jobsite, still require the kind of real-world human judgment that AI genuinely struggles with.
Read full analysisAnalysis of current AI resilience
Operating Engineers
Updated quarterly
How can Operating Engineers prepare for AI?
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Latest AI news for Operating Engineers
These articles highlight the growing impact of AI in construction, particularly for Operating Engineers. For instance, as 38% of contractors report measurable improvements from AI, operators can leverage these tools to enhance efficiency and safety on job sites. Additionally, advancements in AI operational assistants for mixed fleets mean that operators will increasingly collaborate with technology, ensuring their skills remain vital. Embracing AI can bolster resilience in this career, allowing operators to thrive in a rapidly evolving industry.
AI Inside the Operator Cabin: Why the Heavy Equipment ...
www.linkedin.com • 10/20/2026
Mixed Fleets Will Create Huge Demand for AI Operational Assistants. Many large mining and construction projects operate mixed fleets ... Read more

Construction's AI fight moves to data as 38% of contractors report measurable impact
www.marketscale.com • 6/17/2026
AI adoption in construction has doubled to 38% of contractors reporting measurable impact, driven by persistent labor shortages and the need...

Inside the Data Centers That Train A.I. and Drain the Electrical Grid
www.newyorker.com • 10/27/2025
Generating the power required by Claude, Grok, Gemini, ChatGPT, and other A.I. tools will release billions of pounds of carbon dioxide,...

Why Are Data Center Operators Wary of AI?
spectrum.ieee.org • 8/28/2025
AI data center advancements enhance efficiency in maintenance and cooling, yet operators remain essential, ensuring reliability in critical...

See how AI uses data to nail construction outcomes
www.oracle.com • 2/10/2025
Artificial intelligence has the potential to revolutionize the construction industry. In the back office, AI can help construction firms...
More Career Info
Career: Operating Engineers and Other Construction Equipment Operators
They operate heavy machinery to build roads, bridges, and buildings, ensuring everything is done safely and correctly.
Parent Careers
Alternate Titles
Equipment Operator (EO) · Heavy Equipment Operator (HEO) · Machine Operator · Operating Engineer · Back Hoe Operator · Engineering Equipment Operator · Forklift Operator · Hot Mix Asphalt Operator · Motor Grader Operator · Track Hoe Operator
Employment & Wage Data
Median Wage
$59,850
Jobs (2025)
489,500
Growth (2025-35)
+4.6%
Annual Openings
39,200
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Take actions to avoid potential hazards or obstructions, such as utility lines, other equipment, other workers, or falling objects.
2
Repair and maintain equipment, making emergency adjustments or assisting with major repairs as necessary.
3
Connect hydraulic hoses, belts, mechanical linkages, or power takeoff shafts to tractors.
4
Learn and follow safety regulations.
5
Push other equipment when extra traction or assistance is required.
6
Select and fasten bulldozer blades or other attachments to tractors, using hitches.
7
Adjust handwheels and depress pedals to control attachments, such as blades, buckets, scrapers, or swing booms.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
