First-Line Supervisors of Mechanics, Installers, and Repairers
Directly supervise and coordinate the activities of mechanics, installers, and repairers.
AI Impact Summary
First-Line Supervisors of Mechanics, Installers, and Repairers faces moderate AI displacement risk with a score of 29/100. This occupation has higher AI displacement risk than 33% of all analyzed occupations. Of 22 analyzed tasks, 5 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
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.
AI-Augmented Skills (7)
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
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
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.
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
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% |
Protective Factors
Total protective discount: 33.4%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$78,300
per year
Mean Wage
$82,930
per year
Employment
601K
workers
Wage Range
$48,460 - $124,280
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. First-Line Supervisors of Mechanics, Installers, and Repairers professionals should diversify beyond them.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Instructing
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change