Takeover Tracker
35%medium risk
Manufacturing Engineering Technologists
vs

51 shared · 46 different

core competencies

40%medium risk
Manufacturing Production Technicians

Side-by-Side Comparison

MetricManufacturing Engineering TechnologistsManufacturing Production Technicians
Risk Score34.7%40.5%
Risk TierMedium RiskMedium Risk
Risk Percentile65th82th
Tasks at Risk (>50%)7 / 1510 / 15
Median Salary$77,390$77,390
Employment64K64K

Skill Comparison

|

Sorted by largest difference

MathematicsAI-Vulnerable
Mathematical Reasoning
Category Flexibility
Written Comprehension
Deductive Reasoning
Number Facility
Identifying Objects, Actions, and Events
Fluency of Ideas
Physics
Controlling Machines and Processes
Judgment and Decision MakingAI-Augmented
Systems AnalysisAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Manufacturing Engineering Technologists

33%

total discount

Manufacturing Production Technicians

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Manufacturing Engineering Technologists

7 of 15 at risk
86%Verify weights, measurements, counts, or calculations and record results on batch records.
85%Estimate manufacturing costs.
84%Plan, estimate, or schedule production work.
75%Ensure adherence to safety rules and practices.
53%Develop or maintain programs associated with automated production equipment.

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.

Wage Comparison

Manufacturing Production Technicians earns $0(0%) vs Manufacturing Engineering Technologists
Manufacturing Engineering TechnologistsManufacturing Production Technicians
10th
$47,010$47,010
25th
$59,700$59,700
Median
$77,390$77,390
75th
$97,760$97,760
90th
$114,630$114,630

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Manufacturing Engineering Technologists2028–2035
Manufacturing Production Technicians2028–2035
20242030203520402045

Manufacturing Engineering Technologists has a longer runway before significant displacement, projected 0 years later than Manufacturing Production Technicians.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Manufacturing Engineering Technologists

$50,512

from $77,390

Manufacturing Production Technicians

$46,063

from $77,390

After adjusting for AI risk, Manufacturing Engineering Technologists offers $4,450 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Manufacturing

0

Unique to Manufacturing

Combined Protection Strategy

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

Creativity
Fine Manipulation
Decision Complexity
Social Intelligence
Manufacturing Engineering TechnologistsManufacturing Production Technicians
Find transitions from Manufacturing Engineering TechnologistsFind transitions from Manufacturing Production Technicians