Takeover Tracker
vs

39 shared · 11 different

core competencies

Side-by-Side Comparison

MetricPrecious Metal WorkersOphthalmic Laboratory Technicians
Risk Score35.1%39.7%
Risk TierMedium RiskMedium Risk
Risk Percentile66th80th
Tasks at Risk (>50%)7 / 156 / 15
Median Salary$49,140$38,420
Employment23K19K

Skill Comparison

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Sorted by largest difference

Thinking Creatively
Repairing and Maintaining Mechanical Equipment
Estimating the Quantifiable Characteristics of Products, Events, or Information
Handling and Moving Objects
Making Decisions and Solving Problems
Control Precision
Inspecting Equipment, Structures, or Material
Fluency of Ideas
Rate Control
Operation and Control
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Precious Metal Workers

26%

total discount

Ophthalmic Laboratory Technicians

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Precious Metal Workers

7 of 15 at risk
77%Weigh and mix alloy ingredients, using formulas and knowledge of ingredients' chemical properties.
63%Rotate molds to distribute alloys and to prevent formation of air pockets.
63%Carry castings or finished items to storage areas or to different work stations.
61%Rout out locations where parts are to be joined to items, using routing machines.
55%Examine articles to determine the nature of defects requiring repair, such as dents, uneven bottoms, scratches, or holes.

Ophthalmic Laboratory Technicians

6 of 15 at risk
86%Select lens blanks, molds, tools, and polishing or grinding wheels, according to production specifications.
85%Inspect, weigh, and measure mounted or unmounted lenses after completion to verify alignment and conformance to specifications, using precision instruments.
85%Examine prescriptions, work orders, or broken or used eyeglasses to determine specifications for lenses, contact lenses, or other optical elements.
67%Inspect lens blanks to detect flaws, verify smoothness of surface, and ensure thickness of coating on lenses.
53%Position and adjust cutting tools to specified curvature, dimensions, and depth of cut.

Wage Comparison

Ophthalmic Laboratory Technicians earns -$10,720(-22%) vs Precious Metal Workers
Precious Metal WorkersOphthalmic Laboratory Technicians
10th
$33,890$31,250
25th
$38,030$35,580
Median
$49,140$38,420
75th
$63,210$45,410
90th
$81,610$55,480

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Precious Metal Workers20282035
Ophthalmic Laboratory Technicians20282035
20242030203520402045

Precious Metal Workers has a longer runway before significant displacement, projected 0 years later than Ophthalmic Laboratory Technicians.

Risk-Adjusted Salary

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

Precious Metal Workers

$31,912

from $49,140

Ophthalmic Laboratory Technicians

$23,152

from $38,420

After adjusting for AI risk, Precious Metal Workers offers $8,760 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Precious

0

Unique to Ophthalmic

Combined Protection Strategy

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

Creativity
Fine Manipulation
Regulatory Barriers
Social Intelligence
Precious Metal WorkersOphthalmic Laboratory Technicians