First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators
Directly supervise and coordinate activities of transportation and material-moving machine and vehicle operators and helpers.
How AI Impacts Each Task
22 tasks analyzed
Enforce safety rules and regulations.
Plan work assignments and equipment allocations to meet transportation, operations or production goals.
Direct workers in transportation or related services, such as pumping, moving, storing, or loading or unloading of materials or people.
Review orders, production schedules, blueprints, or shipping or receiving notices to determine work sequences and material shipping dates, types, volumes, or destinations.
Inspect or test materials, stock, vehicles, equipment, or facilities to ensure that they are safe, free of defects, and consistent with specifications.
Confer with customers, supervisors, contractors, or other personnel to exchange information or to resolve problems.
Monitor field work to ensure proper performance and use of materials.
Dispatch personnel and vehicles in response to telephone or radio reports of emergencies.
Examine, measure, or weigh cargo or materials to determine specific handling requirements.
Drive vehicles or operate machines or equipment to complete work assignments or to assist workers.
Plan and establish transportation routes.
Maintain or verify records of time, materials, expenditures, or crew activities.
Interpret transportation or tariff regulations, shipping orders, safety regulations, or company policies and procedures for workers.
Prepare, compile, and submit reports on work activities, operations, production, or work-related accidents.
Resolve worker problems or collaborate with employees to assist in problem resolution.
Recommend or implement personnel actions, such as employee selection, evaluation, rewards, or disciplinary actions.
Assist workers in tasks such as coupling railroad cars or loading vehicles.
Perform or schedule repairs or preventive maintenance of vehicles or other equipment.
Explain and demonstrate work tasks to new workers or assign training tasks to experienced workers.
Compute or estimate cash, payroll, transportation, personnel, or storage requirements.
Requisition needed personnel, supplies, equipment, parts, or repair services.
Recommend and implement measures to improve worker motivation, equipment performance, work methods, or customer services.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Enforce safety rules and regulations. | 35Estimated | 29.0% | 6% | |
| Plan work assignments and equipment allocations to meet transportation, operations or production goals. | 65Estimated | 53.0% | 8% | |
| Direct workers in transportation or related services, such as pumping, moving, storing, or loading or unloading of materials or people. | 30Estimated | 27.0% | 8% | |
| Review orders, production schedules, blueprints, or shipping or receiving notices to determine work sequences and material shipping dates, types, volumes, or destinations. | 92Estimated | 86.0% | 6% | |
| Inspect or test materials, stock, vehicles, equipment, or facilities to ensure that they are safe, free of defects, and consistent with specifications. | 45Estimated | 51.0% | 5% | |
| Confer with customers, supervisors, contractors, or other personnel to exchange information or to resolve problems. | 32.4Observed | 28.0% | 6% | |
| Monitor field work to ensure proper performance and use of materials. | 30Estimated | 27.0% | 6% | |
| Dispatch personnel and vehicles in response to telephone or radio reports of emergencies. | 40Estimated | 43.0% | 3% | |
| Examine, measure, or weigh cargo or materials to determine specific handling requirements. | 60Estimated | 57.0% | 3% | |
| Drive vehicles or operate machines or equipment to complete work assignments or to assist workers. | 45Estimated | 51.0% | 4% | |
| Plan and establish transportation routes. | 56.67Observed | 49.7% | 4% | |
| Maintain or verify records of time, materials, expenditures, or crew activities. | 92Estimated | 86.0% | 4% | |
| Interpret transportation or tariff regulations, shipping orders, safety regulations, or company policies and procedures for workers. | 41.67Observed | 31.7% | 4% | |
| Prepare, compile, and submit reports on work activities, operations, production, or work-related accidents. | 92Estimated | 86.0% | 5% | |
| Resolve worker problems or collaborate with employees to assist in problem resolution. | 15Estimated | 21.0% | 5% | |
| Recommend or implement personnel actions, such as employee selection, evaluation, rewards, or disciplinary actions. | 15Estimated | 21.0% | 4% | |
| Assist workers in tasks such as coupling railroad cars or loading vehicles. | 35Estimated | 47.0% | 3% | |
| Perform or schedule repairs or preventive maintenance of vehicles or other equipment. | 10Estimated | 13.0% | 3% | |
| Explain and demonstrate work tasks to new workers or assign training tasks to experienced workers. | 30Estimated | 27.0% | 4% | |
| Compute or estimate cash, payroll, transportation, personnel, or storage requirements. | 50Observed | 69.2% | 3% | |
| Requisition needed personnel, supplies, equipment, parts, or repair services. | 92Estimated | 86.0% | 3% | |
| Recommend and implement measures to improve worker motivation, equipment performance, work methods, or customer services. | 45Estimated | 45.0% | 3% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
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.
High reliance on Information Ordering 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.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
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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

VMS Deploys AI Virtual Fleet Manager to Automate Maintenance Jobs
Vehicle Management Systems has released an AI platform that handles predictive maintenance and streamlines operations autonomously. This technology directly targets the responsibilities of human fleet managers, potentially reducing headcount in logistics oversight.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis