First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators vs First-Line Supervisors of Personal Service Workers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

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

63 shared · 19 different

core competencies

medium risk

First-Line Supervisors of Personal Service Workers

Side-by-Side Comparison

First-Line Supervisors of Personal Service Workers leads 4–0

Metric	First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators	First-Line Supervisors of Personal Service Workers
Risk Score	30.5%	30.0%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	41th	39th
Tasks at Risk (>50%)	7 / 15	4 / 15
Median Salary	N/A	N/A
Employment	N/A	N/A

Skill Comparison

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment

Coordinating the Work and Activities of Others

Scheduling Work and Activities

Computers and Electronics

Provide Consultation and Advice to Others

Guiding, Directing, and Motivating Subordinates

Developing and Building Teams

Selling or Influencing Others

Monitor Processes, Materials, or Surroundings

Documenting/Recording Information

Interpreting the Meaning of Information for Others

Resolving Conflicts and Negotiating with Others

Protective Factors

Higher values indicate stronger protection against AI displacement

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

34%

total discount

First-Line Supervisors of Personal Service Workers

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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

7 of 15 at risk

86%Review orders, production schedules, blueprints, or shipping or receiving notices to determine work sequences and material shipping dates, types, volumes, or destinations.

86%Maintain or verify records of time, materials, expenditures, or crew activities.

86%Prepare, compile, and submit reports on work activities, operations, production, or work-related accidents.

57%Examine, measure, or weigh cargo or materials to determine specific handling requirements.

53%Plan work assignments and equipment allocations to meet transportation, operations or production goals.

First-Line Supervisors of Personal Service Workers

4 of 15 at risk

86%Assign work schedules, following work requirements, to ensure quality and timely delivery of service.

86%Requisition necessary supplies, equipment, or services.

69%Analyze and record personnel or operational data and write related activity reports.

55%Direct marketing, advertising, or other customer recruitment efforts.

47%Inspect work areas or operating equipment to ensure conformance to established standards in areas such as cleanliness or maintenance.

Premium Head-to-Head Analysis

Displacement Timeline Comparison

First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators2028–2035

First-Line Supervisors of Personal Service Workers2028–2035

20242030203520402045

First-Line Supervisors of Personal Service Workers has a longer runway before significant displacement, projected 0 years later than First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to First-Line

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Decision Complexity

Fine Manipulation

Creativity

Regulatory Barriers

First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle OperatorsFirst-Line Supervisors of Personal Service Workers

Find transitions from First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators Find transitions from First-Line Supervisors of Personal Service Workers