Takeover Tracker
45%medium risk

Weighers, Measurers, Checkers, and Samplers, Recordkeeping

Weigh, measure, and check materials, supplies, and equipment for the purpose of keeping relevant records. Duties are primarily clerical by nature. Includes workers who collect and keep record of samples of products or materials.

Higher risk than 90% of occupations
Checking for existing plan...

How AI Impacts Each Task

22 tasks analyzed

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

Risk: 86.0%AI: 92EstimatedTime: 8%

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

Risk: 86.0%AI: 92EstimatedTime: 10%

Weigh or measure materials, equipment, or products to maintain relevant records, using volume meters, scales, rules, or calipers.

Risk: 47.2%AI: 35.6ObservedTime: 10%

Remove from stock products or loads not meeting quality standards, and notify supervisors or appropriate departments of discrepancies or shortages.

Risk: 51.0%AI: 45EstimatedTime: 5%

Collect or prepare measurement, weight, or identification labels and attach them to products.

Risk: 55.0%AI: 55EstimatedTime: 6%

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

Risk: 84.0%AI: 87EstimatedTime: 5%

Examine products or materials, parts, subassemblies, and packaging for damage, defects, or shortages, using specification sheets, gauges, and standards charts.

Risk: 59.0%AI: 65EstimatedTime: 8%

Store samples of finished products in labeled cartons and record their location.

Risk: 49.0%AI: 40EstimatedTime: 3%

Signal or instruct other workers to weigh, move, or check products.

Risk: 27.0%AI: 30EstimatedTime: 4%

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

Risk: 86.0%AI: 92EstimatedTime: 2%

Inspect incoming loads of waste to identify contents and to screen for the presence of specific regulated or hazardous wastes.

Risk: 53.0%AI: 50EstimatedTime: 2%

Communicate with customers and vendors to exchange information regarding products, materials, and services.

Risk: 31.0%AI: 40EstimatedTime: 4%

Count or estimate quantities of materials, parts, or products received or shipped.

Risk: 59.0%AI: 65EstimatedTime: 5%

Compute product totals and charges for shipments.

Risk: 88.0%AI: 97EstimatedTime: 3%

Fill orders for products and samples, following order tickets, and forward or mail items.

Risk: 51.0%AI: 45EstimatedTime: 3%

Operate scalehouse computers to obtain weight information about incoming shipments such as those from waste haulers.

Risk: 86.0%AI: 92EstimatedTime: 3%

Collect product samples and prepare them for laboratory analysis or testing.

Risk: 47.0%AI: 35EstimatedTime: 6%

Sort products or materials into predetermined sequences or groupings for display, packing, shipping, or storage.

Risk: 55.0%AI: 55EstimatedTime: 4%

Transport materials, products, or samples to processing, shipping, or storage areas, manually or using conveyors, pumps, or hand trucks.

Risk: 59.0%AI: 65EstimatedTime: 3%

Maintain, monitor, and clean work areas, such as recycling collection sites, drop boxes, counters and windows, and areas around scale houses.

Risk: 47.0%AI: 35EstimatedTime: 2%

Prepare measurement tables and conversion charts, using standard formulas.

Risk: 63.9%AI: 36.75ObservedTime: 2%

Unload or unpack incoming shipments.

Risk: 47.0%AI: 35EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Weighers, Measurers, Checkers, and Samplers, Recordkeeping skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.9pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-4.9pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.6pt risk+$3K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

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Score History

Risk score over 2 scoring runs

-2.0

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School22%
High School Diploma50%
Some College4%
Post-Secondary Certificate19%
Associate's Degree5%
Bachelor's Degree1%

Prior Experience Needed

Work experience required to enter this job

None20%
Up to 1 month18%
1-3 months21%
3-6 months8%
6 months - 1 year21%
1-2 years6%
2-4 years5%
6-8 years1%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month40%
1-3 months30%
3-6 months25%
6 months - 1 year3%
1-2 years2%

Related News

Recent articles about AI affecting this occupation

4 articles

Congress urged to accelerate US robotics deployment to counter China

Industry leaders are lobbying the US government to aggressively accelerate domestic robotics deployment to keep pace with China. A successful push would rapidly increase automation in American manufacturing, fundamentally shifting factory floor skills.

Manufacturing Dive6d ago

Tech Leaders Push UBI to Counter AI Job Loss Backlash

Silicon Valley is increasingly funding Universal Basic Income initiatives to preempt regulatory crackdowns over mass automation. Critics argue these stipends are a PR shield rather than a viable replacement for displaced workers.

PlatformerApr 21

Adobe Launches Enterprise AI Agents to Counter Workforce Disruption

Adobe is deploying autonomous AI to handle enterprise tasks, shifting from creative tools to direct workflow automation. This move aims to protect its market share as generative AI threatens traditional software roles.

WSJ AIApr 20

Musk Proposes "Universal High Income" to Counter AI Job Displacement

The tech billionaire is pushing for government-funded income checks, arguing that artificial intelligence will eventually eliminate the need for human labor. The proposal shifts the conversation to maintaining living standards in a post-work economy.

Google News AI JobsApr 17

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis