Takeover Tracker

vs

53 shared · 25 different

core competencies

37%medium risk
Machinists

Side-by-Side Comparison

MetricManufacturing Production TechniciansMachinists
Risk Score40.5%36.8%
Risk TierMedium RiskMedium Risk
Risk Percentile82th71th
Tasks at Risk (>50%)10 / 159 / 15
Median Salary$77,390$56,150
Employment64K299K

Skill Comparison

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Sorted by largest difference

Engineering and Technology
Interacting With Computers
Provide Consultation and Advice to Others
Documenting/Recording Information
Computers and Electronics
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Equipment MaintenanceAI-Resistant
Design
Coaching and Developing Others
Inspecting Equipment, Structures, or Material
Monitor Processes, Materials, or Surroundings
Scheduling Work and Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Manufacturing Production Technicians

30%

total discount

Machinists

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Manufacturing Production Technicians

10 of 15 at risk
86%Plan and lay out work to meet production and schedule requirements.
82%Select cleaning materials, tools, or equipment.
78%Adhere to all applicable regulations, policies, and procedures for health, safety, and environmental compliance.
65%Inspect finished products for quality and adherence to customer specifications.
61%Test products or subassemblies for functionality or quality.

Machinists

9 of 15 at risk
86%Program computers or electronic instruments, such as numerically controlled machine tools.
84%Study sample parts, blueprints, drawings, or engineering information to determine methods or sequences of operations needed to fabricate products.
70%Calculate dimensions or tolerances, using instruments such as micrometers or vernier calipers.
63%Monitor the feed and speed of machines during the machining process.
57%Measure, examine, or test completed units to check for defects and ensure conformance to specifications, using precision instruments, such as micrometers.

Wage Comparison

Machinists earns -$21,240(-27%) vs Manufacturing Production Technicians
Manufacturing Production TechniciansMachinists
10th
$47,010$38,100
25th
$59,700$46,250
Median
$77,390$56,150
75th
$97,760$64,910
90th
$114,630$78,760

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Manufacturing Production Technicians: Not yetMachinists: Not yet