Takeover Tracker
29%medium risk

First-Line Supervisors of Mechanics, Installers, and Repairers

Directly supervise and coordinate the activities of mechanics, installers, and repairers.

Higher risk than 33% of occupations
Checking for existing plan...

How AI Impacts Each Task

22 tasks analyzed

Determine schedules, sequences, and assignments for work activities, based on work priority, quantity of equipment, and skill of personnel.

Risk: 64.5%AI: 38.15ObservedTime: 8%

Inspect and monitor work areas, examine tools and equipment, and provide employee safety training to prevent, detect, and correct unsafe conditions or violations of procedures and safety rules.

Risk: 21.0%AI: 15EstimatedTime: 6%

Investigate accidents or injuries and prepare reports of findings.

Risk: 43.0%AI: 40EstimatedTime: 2%

Monitor employees' work levels and review work performance.

Risk: 27.0%AI: 30EstimatedTime: 8%

Requisition materials and supplies, such as tools, equipment, or replacement parts.

Risk: 86.0%AI: 92EstimatedTime: 4%

Inspect, test, and measure completed work, using devices such as hand tools or gauges to verify conformance to standards or repair requirements.

Risk: 13.0%AI: 10EstimatedTime: 6%

Conduct or arrange for worker training in safety, repair, or maintenance techniques, operational procedures, or equipment use.

Risk: 27.0%AI: 30EstimatedTime: 5%

Develop, implement, or evaluate maintenance policies and procedures.

Risk: 51.0%AI: 60EstimatedTime: 4%

Compute estimates and actual costs of factors such as materials, labor, or outside contractors.

Risk: 86.0%AI: 92EstimatedTime: 4%

Examine objects, systems, or facilities and analyze information to determine needed installations, services, or repairs.

Risk: 47.9%AI: 52.12ObservedTime: 6%

Confer with personnel, such as management, engineering, quality control, customer, or union workers' representatives, to coordinate work activities, resolve employee grievances, or identify and review resource needs.

Risk: 21.0%AI: 15EstimatedTime: 8%

Monitor tool and part inventories and the condition and maintenance of shops to ensure adequate working conditions.

Risk: 84.0%AI: 87EstimatedTime: 4%

Perform skilled repair or maintenance operations, using equipment such as hand or power tools, hydraulic presses or shears, or welding equipment.

Risk: 13.0%AI: 10EstimatedTime: 8%

Participate in budget preparation and administration, coordinating purchasing and documentation and monitoring departmental expenditures.

Risk: 86.0%AI: 92EstimatedTime: 3%

Interpret specifications, blueprints, or job orders to construct templates and lay out reference points for workers.

Risk: 47.0%AI: 50EstimatedTime: 4%

Counsel employees about work-related issues and assist employees to correct job-skill deficiencies.

Risk: 38.3%AI: 58.33ObservedTime: 4%

Recommend or initiate personnel actions, such as hires, promotions, transfers, discharges, or disciplinary measures.

Risk: 21.0%AI: 15EstimatedTime: 3%

Review, evaluate, accept, and coordinate completion of work bid from contractors.

Risk: 51.0%AI: 60EstimatedTime: 3%

Compile operational or personnel records, such as time and production records, inventory data, repair or maintenance statistics, or test results.

Risk: 88.0%AI: 97EstimatedTime: 4%

Develop or implement electronic maintenance programs or computer information management systems.

Risk: 50.7%AI: 59.3ObservedTime: 2%

Meet with vendors or suppliers to discuss products used in repair work.

Risk: 23.0%AI: 20EstimatedTime: 2%

Design equipment configurations to meet personnel needs.

Risk: 49.0%AI: 55EstimatedTime: 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.

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.

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.

Recommended Courses

Courses matched to First-Line Supervisors of Mechanics, Installers, and Repairers 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

-7.3pt risk+$4K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-5.4pt risk+$5K/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

-4.2pt 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.

Alternate Career Paths

See all transitions

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Environmental Engineering Technicians

37%
Medium Risk

Median salary: $58,890

Higher risk than 71% of other occupations

First-Line Supervisors of Animal Husbandry and Animal Care Workers

27%
Medium Risk

Median salary: $59,330

Higher risk than 23% of other occupations

First-Line Supervisors of Construction Trades and Extraction Workers

26%
Medium Risk

Median salary: $78,690

Higher risk than 21% of other occupations

First-Line Supervisors of Production and Operating Workers

35%
Medium Risk

Median salary: $71,190

Higher risk than 67% of other occupations

First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators

30%
Medium Risk

Higher risk than 41% of other occupations

Forest Fire Fighting and Prevention Supervisors

26%
Medium Risk

Median salary: $92,430

Higher risk than 22% of other occupations

General and Operations Managers

28%
Medium Risk

Median salary: $102,950

Higher risk than 29% of other occupations

Industrial Production Managers

30%
Medium Risk

Median salary: $121,440

Higher risk than 38% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Municipal Fire Fighting and Prevention Supervisors

27%
Medium Risk

Median salary: $92,430

Higher risk than 25% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Ship and Boat Captains

28%
Medium Risk

Median salary: $85,540

Higher risk than 28% of other occupations

Score History

Risk score over 2 scoring runs

+0.3

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma34%
Some College28%
Post-Secondary Certificate12%
Associate's Degree14%
Bachelor's Degree10%
Master's Degree1%
Doctoral/Professional Degree1%

Prior Experience Needed

Work experience required to enter this job

None3%
3-6 months5%
6 months - 1 year7%
1-2 years7%
2-4 years21%
4-6 years23%
6-8 years8%
8-10 years14%
Over 10 years13%

Training Provided After Hiring

How long it typically takes to learn on the job

None3%
Up to 1 month12%
1-3 months9%
3-6 months14%
6 months - 1 year23%
1-2 years13%
2-4 years3%
4-6 years18%
6-8 years5%

Related News

Recent articles about AI affecting this occupation

1 articles

AI tools are reshaping fleet operations and maintenance jobs

Fleet management is actively deploying AI in diagnostic bays and back-office logistics. Maintenance leaders must now integrate automated diagnostic tools into daily workflows, shifting the technical skills needed for mechanics.

Transport TopicsApr 6

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