First-Line Supervisors of Mechanics, Installers, and Repairers
Directly supervise and coordinate the activities of mechanics, installers, and repairers.
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.
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.
Investigate accidents or injuries and prepare reports of findings.
Monitor employees' work levels and review work performance.
Requisition materials and supplies, such as tools, equipment, or replacement parts.
Inspect, test, and measure completed work, using devices such as hand tools or gauges to verify conformance to standards or repair requirements.
Conduct or arrange for worker training in safety, repair, or maintenance techniques, operational procedures, or equipment use.
Develop, implement, or evaluate maintenance policies and procedures.
Compute estimates and actual costs of factors such as materials, labor, or outside contractors.
Examine objects, systems, or facilities and analyze information to determine needed installations, services, or repairs.
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.
Monitor tool and part inventories and the condition and maintenance of shops to ensure adequate working conditions.
Perform skilled repair or maintenance operations, using equipment such as hand or power tools, hydraulic presses or shears, or welding equipment.
Participate in budget preparation and administration, coordinating purchasing and documentation and monitoring departmental expenditures.
Interpret specifications, blueprints, or job orders to construct templates and lay out reference points for workers.
Counsel employees about work-related issues and assist employees to correct job-skill deficiencies.
Recommend or initiate personnel actions, such as hires, promotions, transfers, discharges, or disciplinary measures.
Review, evaluate, accept, and coordinate completion of work bid from contractors.
Compile operational or personnel records, such as time and production records, inventory data, repair or maintenance statistics, or test results.
Develop or implement electronic maintenance programs or computer information management systems.
Meet with vendors or suppliers to discuss products used in repair work.
Design equipment configurations to meet personnel needs.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Determine schedules, sequences, and assignments for work activities, based on work priority, quantity of equipment, and skill of personnel. | 38.15Observed | 64.5% | 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. | 15Estimated | 21.0% | 6% | |
| Investigate accidents or injuries and prepare reports of findings. | 40Estimated | 43.0% | 2% | |
| Monitor employees' work levels and review work performance. | 30Estimated | 27.0% | 8% | |
| Requisition materials and supplies, such as tools, equipment, or replacement parts. | 92Estimated | 86.0% | 4% | |
| Inspect, test, and measure completed work, using devices such as hand tools or gauges to verify conformance to standards or repair requirements. | 10Estimated | 13.0% | 6% | |
| Conduct or arrange for worker training in safety, repair, or maintenance techniques, operational procedures, or equipment use. | 30Estimated | 27.0% | 5% | |
| Develop, implement, or evaluate maintenance policies and procedures. | 60Estimated | 51.0% | 4% | |
| Compute estimates and actual costs of factors such as materials, labor, or outside contractors. | 92Estimated | 86.0% | 4% | |
| Examine objects, systems, or facilities and analyze information to determine needed installations, services, or repairs. | 52.12Observed | 47.9% | 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. | 15Estimated | 21.0% | 8% | |
| Monitor tool and part inventories and the condition and maintenance of shops to ensure adequate working conditions. | 87Estimated | 84.0% | 4% | |
| Perform skilled repair or maintenance operations, using equipment such as hand or power tools, hydraulic presses or shears, or welding equipment. | 10Estimated | 13.0% | 8% | |
| Participate in budget preparation and administration, coordinating purchasing and documentation and monitoring departmental expenditures. | 92Estimated | 86.0% | 3% | |
| Interpret specifications, blueprints, or job orders to construct templates and lay out reference points for workers. | 50Estimated | 47.0% | 4% | |
| Counsel employees about work-related issues and assist employees to correct job-skill deficiencies. | 58.33Observed | 38.3% | 4% | |
| Recommend or initiate personnel actions, such as hires, promotions, transfers, discharges, or disciplinary measures. | 15Estimated | 21.0% | 3% | |
| Review, evaluate, accept, and coordinate completion of work bid from contractors. | 60Estimated | 51.0% | 3% | |
| Compile operational or personnel records, such as time and production records, inventory data, repair or maintenance statistics, or test results. | 97Estimated | 88.0% | 4% | |
| Develop or implement electronic maintenance programs or computer information management systems. | 59.3Observed | 50.7% | 2% | |
| Meet with vendors or suppliers to discuss products used in repair work. | 20Estimated | 23.0% | 2% | |
| Design equipment configurations to meet personnel needs. | 55Estimated | 49.0% | 2% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
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.
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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
overall change
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
Related News
Recent articles about AI affecting this occupation

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