Takeover Tracker
35%medium risk
Manufacturing Engineering Technologists
vs

89 shared · 5 different

core competencies

33%medium risk
Manufacturing Engineers

Side-by-Side Comparison

MetricManufacturing Engineering TechnologistsManufacturing Engineers
Risk Score34.7%32.5%
Risk TierMedium RiskMedium Risk
Risk Percentile65th53th
Tasks at Risk (>50%)7 / 157 / 15
Median Salary$77,390$117,750
Employment64K151K

Skill Comparison

|

Sorted by largest difference

Updating and Using Relevant Knowledge
Computers and Electronics
Customer and Personal Service
Establishing and Maintaining Interpersonal Relationships
WritingAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Manufacturing Engineering Technologists

33%

total discount

Manufacturing Engineers

33%

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 Engineers

7 of 15 at risk
86%Prepare documentation for new manufacturing processes or engineering procedures.
86%Evaluate manufactured products according to specifications and quality standards.
73%Prepare reports summarizing information or trends related to manufacturing performance.
51%Investigate or resolve operational problems, such as material use variances or bottlenecks.
51%Review product designs for manufacturability or completeness.

Wage Comparison

Manufacturing Engineers earns +$40,360(+52%) vs Manufacturing Engineering Technologists
Manufacturing Engineering TechnologistsManufacturing Engineers
10th
$47,010$62,840
25th
$59,700$85,750
Median
$77,390$117,750
75th
$97,760$152,670
90th
$114,630$183,510

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Manufacturing Engineering Technologists2028–2035
Manufacturing Engineers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Manufacturing Engineering Technologists

$50,512

from $77,390

Manufacturing Engineers

$79,458

from $117,750

After adjusting for AI risk, Manufacturing Engineers offers $28,945 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

Fine Manipulation
Creativity
Regulatory Barriers
Decision Complexity
Manufacturing Engineering TechnologistsManufacturing Engineers
Find transitions from Manufacturing Engineering TechnologistsFind transitions from Manufacturing Engineers