Endoscopy Technicians vs Weighers, Measurers, Checkers, and Samplers, Recordkeeping AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Endoscopy Technicians

61 shared · 17 different

core competencies

medium risk

Weighers, Measurers, Checkers, and Samplers, Recordkeeping

Side-by-Side Comparison

Endoscopy Technicians leads 5–0

Metric	Endoscopy Technicians	Weighers, Measurers, Checkers, and Samplers, Recordkeeping
Risk Score	21.5%	44.5%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	10th	90th
Tasks at Risk (>50%)	3 / 12	11 / 15
Median Salary	$46,050	$45,650
Employment	104K	50K

Skill Comparison

Sorted by largest difference

Assisting and Caring for Others

Training and Teaching Others

MathematicsAI-Vulnerable

Customer and Personal Service

Education and Training

English Language

Production and Processing

Analyzing Data or Information

Oral Expression

Updating and Using Relevant Knowledge

Reading ComprehensionAI-Vulnerable

Oral Comprehension

Protective Factors

Higher values indicate stronger protection against AI displacement

Endoscopy Technicians

32%

total discount

Weighers, Measurers, Checkers, and Samplers, Recordkeeping

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Endoscopy Technicians

3 of 12 at risk

85%Maintain inventories of endoscopic equipment and supplies.

70%Perform safety checks to verify proper equipment functioning.

51%Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in endoscopy.

49%Attend in-service training to validate or refresh basic professional skills.

43%Clean, disinfect, or calibrate scopes or other endoscopic instruments according to manufacturer recommendations and facility standards.

Weighers, Measurers, Checkers, and Samplers, Recordkeeping

11 of 15 at risk

88%Compute product totals and charges for shipments.

86%Compare product labels, tags, or tickets, shipping manifests, purchase orders, and bills of lading to verify accuracy of shipment contents, quality specifications, or weights.

86%Document quantity, quality, type, weight, test result data, and value of materials or products to maintain shipping, receiving, and production records and files.

86%Maintain financial records, such as accounts of daily collections and billings, and records of receipts issued.

84%Inspect products and examination records to determine the number of defects per worker and the reasons for examiners' rejections.

Wage Comparison

Weighers, Measurers, Checkers, and Samplers, Recordkeeping earns -$400(-1%) vs Endoscopy Technicians

Endoscopy TechniciansWeighers, Measurers, Checkers, and Samplers, Recordkeeping

10th

$32,450$34,580

25th

$37,570$38,650

Median

$46,050$45,650

75th

$57,650$53,060

90th

$68,180$60,120

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Endoscopy Technicians2028–2035

Weighers, Measurers, Checkers, and Samplers, Recordkeeping2028–2035

20242030203520402045

Endoscopy Technicians has a longer runway before significant displacement, projected 0 years later than Weighers, Measurers, Checkers, and Samplers, Recordkeeping.

Risk-Adjusted Salary

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

Endoscopy Technicians

$36,149

from $46,050

Weighers, Measurers, Checkers, and Samplers, Recordkeeping

$25,336

from $45,650

After adjusting for AI risk, Endoscopy Technicians offers $10,814 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Endoscopy

Unique to Weighers,

Combined Protection Strategy

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

Fine Manipulation

Regulatory Barriers

Social Intelligence

Creativity

Endoscopy TechniciansWeighers, Measurers, Checkers, and Samplers, Recordkeeping

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