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Automation Risk Analysis

Will “Milk Sampler” be Automated?

Historical Context: Oxford Study (2013)

Ranked #611 of 702. Estimated risk: 95.0%

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AI Exposure Risk

55%

“Milk Sampler” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

55%

“Milk Sampler” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 55% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Weighers, Measurers, Checkers, and Samplers, Recordkeeping, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: 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.

Avg. Annual Salary $46,660
Avg. Hourly Wage $22.43
Available Jobs (US) 49,720
Job Title & Hierarchy Code (SOC) Weighers, Measurers, Checkers, and Samplers, Recordkeeping #43-5111
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Weighers, Measurers, Checkers, and Samplers, Recordkeeping”

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Core Skills & Abilities

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Unload or unpack incoming shipments.

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

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  • Microsoft Dynamics AX
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  • Milk meters
  • Grain analyzers
  • Crane scales
  • Belt conveyor scales
  • Water meters
  • Electric overhead traveling crane EOT
  • Safety shoes
  • Computer terminals
  • Pallet jacks
  • Cordage measurers
  • Hoists
  • Grain moisture meters
  • Protective coveralls
  • Two-way radios
  • Railway track scales
  • Beam scales
  • Hopper scales
  • Warehouse forklifts
  • Facial shields
  • Wire cutters
  • Tablet computers
  • Monorail scales
  • Industrial trucks
  • Axle load scales
  • Vehicle tank meters
  • Order selectors
  • Cherry pickers
  • Computerized scales
  • Label printers
  • Calculators
  • Safety glasses
  • Personal computers
  • Automatic bulk weighing systems
  • Radio frequency RF scanners
  • Scissor lifts
  • Livestock scales
  • Mass flow meters
  • High lifts

Alternative Job Titles