Takeover Tracker
26%medium risk

First-Line Supervisors of Construction Trades and Extraction Workers

Directly supervise and coordinate activities of construction or extraction workers.

Higher risk than 21% of occupations
Checking for existing plan...

How AI Impacts Each Task

15 tasks analyzed

Supervise, coordinate, or schedule the activities of construction or extractive workers.

Risk: 19.0%AI: 10EstimatedTime: 15%

Read specifications, such as blueprints, to determine construction requirements or to plan procedures.

Risk: 49.4%AI: 55.95ObservedTime: 10%

Inspect work progress, equipment, or construction sites to verify safety or to ensure that specifications are met.

Risk: 45.0%AI: 45EstimatedTime: 12%

Locate, measure, and mark site locations or placement of structures or equipment, using measuring and marking equipment.

Risk: 15.0%AI: 15EstimatedTime: 8%

Coordinate work activities with other construction project activities.

Risk: 39.5%AI: 61.22ObservedTime: 8%

Estimate material or worker requirements to complete jobs.

Risk: 51.0%AI: 60EstimatedTime: 5%

Assign work to employees, based on material or worker requirements of specific jobs.

Risk: 31.6%AI: 41.37ObservedTime: 5%

Confer with managerial or technical personnel, other departments, or contractors to resolve problems or to coordinate activities.

Risk: 37.0%AI: 54.87ObservedTime: 8%

Order or requisition materials or supplies.

Risk: 86.0%AI: 92EstimatedTime: 4%

Analyze worker or production problems and recommend solutions, such as improving production methods or implementing motivational plans.

Risk: 41.0%AI: 35EstimatedTime: 5%

Train workers in construction methods, operation of equipment, safety procedures, or company policies.

Risk: 21.0%AI: 15EstimatedTime: 5%

Record information such as personnel, production, or operational data on specified forms or reports.

Risk: 62.0%AI: 32.1ObservedTime: 5%

Provide assistance to workers engaged in construction or extraction activities, using hand tools or other equipment.

Risk: 11.0%AI: 5EstimatedTime: 5%

Arrange for repairs of equipment or machinery.

Risk: 86.0%AI: 92EstimatedTime: 3%

Suggest or initiate personnel actions, such as promotions, transfers, or hires.

Risk: 17.0%AI: 5EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to First-Line Supervisors of Construction Trades and Extraction Workers skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.4pt risk+$4K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-5.2pt risk+$4K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-4.1pt risk+$5K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

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Score History

Risk score over 2 scoring runs

-4.9

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School6%
High School Diploma39%
Some College21%
Post-Secondary Certificate33%
Associate's Degree1%

Prior Experience Needed

Work experience required to enter this job

None7%
Up to 1 month2%
1-3 months1%
3-6 months1%
6 months - 1 year7%
1-2 years3%
2-4 years12%
4-6 years33%
6-8 years20%
8-10 years1%
Over 10 years14%

Training Provided After Hiring

How long it typically takes to learn on the job

None1%
Up to 1 month3%
1-3 months9%
3-6 months7%
6 months - 1 year12%
1-2 years13%
2-4 years24%
4-6 years25%
6-8 years6%

Related News

Recent articles about AI affecting this occupation

5 articles

Faculty Concerned About ASU’s ‘Frankensteinian’ AI Course Builder

Arizona State University professors are pushing back against a new automated platform designed to generate curriculum. Educators fear the tool threatens academic integrity and could eventually devalue their instructional roles.

Inside Higher Edyesterday

Google's New AI Agent Builder Targets IT Workers Over End Users

The newly launched Gemini Enterprise Agent Platform specifically requires technical expertise to operate, rather than being accessible to general employees. This signals that prompt engineering and AI deployment will remain specialized IT functions for now.

TechCrunch AIApr 22

Adobe's new AI website builder threatens entry-level web design jobs

A new automated design tool from Adobe allows users to instantly generate custom websites tailored to specific demographics. This directly targets the bread-and-butter work of junior web designers and freelance digital agencies.

Fast CompanyApr 21

Springbig's AI Audience Builder Automates Retail Marketing Campaigns

A new natural language tool from Springbig allows retail operators to generate targeted marketing segments using simple text prompts. This automation reduces the effort required by human marketers, shrinking the need for entry-level staff.

NewsData AI & JobsApr 13

Supply chain automation accelerates as project44 acquires AI agent builder

Logistics giant project44 has acquired LunaPath.ai to integrate AI agents directly into supply chain execution. The move signals a shift toward automated orchestration that could displace traditional logistics coordinators.

FreightWavesApr 9

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis