medium risk
Opticians, Dispensingvs
51 shared · 20 different
core competencies
medium risk
Insurance Appraisers, Auto DamageSide-by-Side Comparison
Opticians, Dispensing leads 3–2| Metric | Opticians, Dispensing | Insurance Appraisers, Auto Damage |
|---|---|---|
| Risk Score | 34.7% | 36.0% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 65th | 69th |
| Tasks at Risk (>50%) | 9 / 15 | 6 / 10 |
| Median Salary | $46,560 | $76,650 |
| Employment | 80K | 8K |
Skill Comparison
|
Sorted by largest difference
MathematicsAI-Vulnerable
Selling or Influencing Others
Finger Dexterity
Coaching and Developing Others
Resolving Conflicts and Negotiating with Others
Administration and Management
Manual DexterityAI-Resistant
Coordinating the Work and Activities of Others
Arm-Hand Steadiness
Organizing, Planning, and Prioritizing Work
Guiding, Directing, and Motivating Subordinates
Mechanical
Protective Factors
Higher values indicate stronger protection against AI displacement
Opticians, Dispensing
31%
total discount
Insurance Appraisers, Auto Damage
29%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Opticians, Dispensing
9 of 15 at risk88%Maintain records of customer prescriptions, work orders, and payments.
88%Prepare work orders and instructions for grinding lenses and fabricating eyeglasses.
88%Order and purchase frames and lenses.
84%Verify that finished lenses are ground to specifications.
78%Determine clients' current lens prescriptions, when necessary, using lensometers or lens analyzers and clients' eyeglasses.
Insurance Appraisers, Auto Damage
6 of 10 at risk87%Prepare insurance forms to indicate repair cost estimates and recommendations.
84%Contact vendors to locate replacement parts for vehicles.
71%Estimate parts and labor to repair damage, using standard automotive labor and parts cost manuals and knowledge of automotive repair.
59%Determine salvage value on total-loss vehicle.
57%Evaluate practicality of repair as opposed to payment of market value of vehicle before accident.
Wage Comparison
Insurance Appraisers, Auto Damage earns +$30,090(+65%) vs Opticians, Dispensing
Opticians, DispensingInsurance Appraisers, Auto Damage
10th
$34,470$56,690
25th
$37,900$64,280
Median
$46,560$76,650
75th
$59,680$86,430
90th
$73,240$101,800
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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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