Takeover Tracker
32%medium risk
Photonics Technicians
vs

69 shared · 9 different

core competencies

40%medium risk
Manufacturing Production Technicians

Side-by-Side Comparison

MetricPhotonics TechniciansManufacturing Production Technicians
Risk Score31.8%40.5%
Risk TierMedium RiskMedium Risk
Risk Percentile50th82th
Tasks at Risk (>50%)5 / 1510 / 15
Median Salary$77,390$77,390
Employment64K64K

Skill Comparison

|

Sorted by largest difference

Production and Processing
Mechanical
Provide Consultation and Advice to Others
Physics
Scheduling Work and Activities
Visualization
Guiding, Directing, and Motivating Subordinates
Performing General Physical Activities
Operation Monitoring

Protective Factors

Higher values indicate stronger protection against AI displacement

Photonics Technicians

28%

total discount

Manufacturing Production Technicians

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Photonics Technicians

5 of 15 at risk
86%Document procedures, such as calibration of optical or fiber optic equipment.
86%Monitor mechanical factors, such as turbine load or strain information.
68%Compute or record photonic test data.
53%Assist scientists or engineers in the conduct of photonic experiments.
51%Perform diagnostic analyses of processing steps, using analytical or metrological tools, such as microscopy, profilometry, or ellipsometry devices.

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 Photonics Technicians
Photonics TechniciansManufacturing 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

Photonics Technicians2028–2035
Manufacturing Production Technicians2028–2035
20242030203520402045

Photonics Technicians 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%)

Photonics Technicians

$52,788

from $77,390

Manufacturing Production Technicians

$46,063

from $77,390

After adjusting for AI risk, Photonics Technicians offers $6,725 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Photonics

0

Unique to Manufacturing

Combined Protection Strategy

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

Social Intelligence
Creativity
Decision Complexity
Fine Manipulation
Photonics TechniciansManufacturing Production Technicians
Find transitions from Photonics TechniciansFind transitions from Manufacturing Production Technicians