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Inspectors, Testers, Sorters, Samplers, and Weighers

Medium63.83%
Found in Industries:
Salary Range
Low (10th %)$31,950
Median$45,850
High (90th %)$72,210

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Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment.

The occupation "Inspectors, Testers, Sorters, Samplers, and Weighers" faces a significant automation risk of 63.8%, closely aligning with its base risk of 64.5%. This elevated risk is mainly due to the repetitive and rule-based nature of many core responsibilities in the role. Advances in machine vision, robotics, and automation software have enabled machines to replicate many inspection and sorting tasks with high accuracy and consistency. As manufacturing and quality assurance processes become increasingly digitized, much of the manual labor traditionally done by human inspectors can be transitioned to automated systems. This has placed the occupation in a category with high vulnerability to workforce reductions through automation. The top three most automatable tasks in this occupation reinforce its exposure to automation. For example, discarding or rejecting products, materials, or equipment that do not meet specifications is a straightforward decision-making process that can be programmed into machines using sensors and cameras. Similarly, marking items with grade or acceptance-rejection status, and measuring dimensions of products with instruments like calipers or micrometers, can all be performed reliably by automated machinery without human subjectivity or fatigue. Such tasks are repetitive, routine, and based on clear criteria, making them ideal candidates for robotic solutions and automated systems. On the other hand, certain tasks remain more resistant to automation due to their nuanced requirements and need for human judgment, such as weighing materials to verify packaging weights, computing defect percentages using formulas and calculators, and disassembling defective parts or gauges. These activities can involve complex evaluation, variable handling, and physical adaptability that current machines struggle to replicate efficiently. The skill bottlenecks for this occupation, particularly the low reliance on originality (2.3% and 2.0%), further highlight the routine, non-creative nature of most job functions. As automation technologies rapidly advance, however, the scope of what machines can do will continue to expand, making higher-level cognitive or creative tasks the main area where humans retain an edge.

Filter by Automatable Status
Discard or reject products, materials, or equipment not meeting specifications.
Partially Automatable
Mark items with details, such as grade or acceptance-rejection status.
Automatable
Notify supervisors or other personnel of production problems.
Automatable
Inspect, test, or measure materials, products, installations, or work for conformance to specifications.
Partially Automatable
Write test or inspection reports describing results, recommendations, or needed repairs.
Partially Automatable
Recommend necessary corrective actions, based on inspection results.
Partially Automatable
Read dials or meters to verify that equipment is functioning at specified levels.
Automatable
Make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.
Non-Automatable
Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.
Automatable
Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.
Automatable
Position products, components, or parts for testing.
Automatable
Remove defects, such as chips, burrs, or lap corroded or pitted surfaces.
Partially Automatable
Collect or select samples for testing or for use as models.
Partially Automatable
Stack or arrange tested products for further processing, shipping, or packaging.
Automatable
Check arriving materials to ensure that they match purchase orders, submitting discrepancy reports as necessary.
Partially Automatable
Inspect or test raw materials, parts, or products to determine compliance with environmental standards.
Partially Automatable
Analyze test data, making computations as necessary, to determine test results.
Automatable
Compare colors, shapes, textures, or grades of products or materials with color charts, templates, or samples to verify conformance to standards.
Partially Automatable
Clean, maintain, calibrate, or repair measuring instruments or test equipment, such as dial indicators, fixed gauges, or height gauges.
Non-Automatable
Fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.
Partially Automatable
Administer tests to assess whether engineers or operators are qualified to use equipment.
Partially Automatable
Monitor machines that automatically measure, sort, or inspect products.
Partially Automatable
Adjust, clean, or repair products or processing equipment to correct defects found during inspections.
Partially Automatable
Compute usable amounts of items in shipments.
Automatable
Grade, classify, or sort products according to sizes, weights, colors, or other specifications.
Automatable
Disassemble defective parts or components, such as inaccurate or worn gauges or measuring instruments.
Non-Automatable
Compute defect percentages or averages, using formulas and calculators.
Automatable
Weigh materials, products, containers, or samples to verify packaging weights or ingredient quantities.
Automatable
Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.
Non-Automatable
Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.
Partially Automatable
Interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.
Partially Automatable

Inspecting Equipment, Structures, or MaterialsMonitoring Processes, Materials, or SurroundingsEstimating the Quantifiable Characteristics of Products, Events, or InformationGetting InformationIdentifying Objects, Actions, and EventsJudging the Qualities of Objects, Services, or PeopleProcessing InformationEvaluating Information to Determine Compliance with StandardsAnalyzing Data or InformationMaking Decisions and Solving ProblemsThinking CreativelyUpdating and Using Relevant KnowledgeHandling and Moving ObjectsControlling Machines and ProcessesOperating Vehicles, Mechanized Devices, or EquipmentWorking with ComputersRepairing and Maintaining Electronic EquipmentDocumenting/Recording InformationDrafting, Laying Out, and Specifying Technical Devices, Parts, and EquipmentInterpreting the Meaning of Information for OthersCommunicating with Supervisors, Peers, or SubordinatesCommunicating with People Outside the OrganizationEstablishing and Maintaining Interpersonal RelationshipsOrganizing, Planning, and Prioritizing WorkAssisting and Caring for OthersSelling or Influencing OthersRepairing and Maintaining Mechanical EquipmentResolving Conflicts and Negotiating with OthersPerforming for or Working Directly with the PublicCoordinating the Work and Activities of OthersDeveloping and Building TeamsTraining and Teaching OthersGuiding, Directing, and Motivating SubordinatesCoaching and Developing OthersProviding Consultation and Advice to OthersPerforming Administrative ActivitiesStaffing Organizational UnitsMonitoring and Controlling ResourcesDeveloping Objectives and StrategiesScheduling Work and ActivitiesPerforming General Physical Activities

The MathWorks MATLABMastercam computer-aided design and manufacturing softwareCoordinate measuring machine softwareMedical condition coding softwareCybermetrics GAGETrakLabel inspection systemsMastercam DesignTolerance analysis softwareMicrosoft VisioVerisurf MetrologyMinitabRWilcox Associates PC-DMIS Inspection PlannerIBM Lotus NotesApache HiveApache PigFileMaker ProAutodesk AutoCADMicrosoft PowerPointMicrosoft SharePointSAP softwareDatabase softwareIBM NotesMicrosoft AccessStructured query language SQLSeleniumDassault Systemes CATIADassault Systemes SolidWorksData entry softwareSkypeExtensible markup language XMLComputer assisted design softwareComputer assisted design softwareMastercam computer-aided design and manufacturing softwareMedical condition coding softwareMicrosoft VisioCoordinate measuring machine softwareCybermetrics GAGETrakMastercam DesignTolerance analysis softwareVerisurf MetrologyWilcox Associates PC-DMIS Inspection PlannerMinitabRThe MathWorks MATLABIBM Lotus NotesApache HiveApache PigFileMaker ProInspection marking systemsMicrosoft PowerPointMicrosoft SharePointDatabase softwareIBM NotesMicrosoft AccessStructured query language SQLSeleniumDassault Systemes CATIADassault Systemes SolidWorksData entry softwareData analysis softwareExtensible markup language XMLSkypeSAP softwareAutodesk AutoCADData analysis softwareDesign of experiments DOE softwareDesign of experiments DOE softwareLabel inspection systemsInspection marking systemsComputer-aided inspection softwareComputer-aided inspection softwareStatistical process control SPC data collection devicesStatistical process control SPC data collection devicesAtlassian JIRAAtlassian JIRAMicrosoft ExcelMicrosoft ExcelMicrosoft Office softwareMicrosoft Office softwareMicrosoft OutlookMicrosoft OutlookMicrosoft WordMicrosoft Word

Calibration Technologists and Technicians
Medium50.00%
Execute or adapt procedures and techniques for calibrating measurement devices, by applying knowledge of measurement science, mathematics, physics, chemistry, and electronics, sometimes under the direction of engineering staff. Determine measurement standard suitability for calibrating measurement devices. May perform preventive maintenance on equipment. May perform corrective actions to address identified calibration problems.
Chemical Technicians
Medium50.77%
Conduct chemical and physical laboratory tests to assist scientists in making qualitative and quantitative analyses of solids, liquids, and gaseous materials for research and development of new products or processes, quality control, maintenance of environmental standards, and other work involving experimental, theoretical, or practical application of chemistry and related sciences.
Weighers, Measurers, Checkers, and Samplers, Recordkeeping
High71.43%
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.
Electric Motor, Power Tool, and Related Repairers
Low25.44%
Repair, maintain, or install electric motors, wiring, or switches.
Electrical and Electronics Repairers, Commercial and Industrial Equipment
Medium43.09%
Repair, test, adjust, or install electronic equipment, such as industrial controls, transmitters, and antennas.
Control and Valve Installers and Repairers, Except Mechanical Door
Low30.04%
Install, repair, and maintain mechanical regulating and controlling devices, such as electric meters, gas regulators, thermostats, safety and flow valves, and other mechanical governors.
Industrial Machinery Mechanics
Medium49.31%
Repair, install, adjust, or maintain industrial production and processing machinery or refinery and pipeline distribution systems. May also install, dismantle, or move machinery and heavy equipment according to plans.
Aircraft Structure, Surfaces, Rigging, and Systems Assemblers
Low28.35%
Assemble, fit, fasten, and install parts of airplanes, space vehicles, or missiles, such as tails, wings, fuselage, bulkheads, stabilizers, landing gear, rigging and control equipment, or heating and ventilating systems.
Electrical and Electronic Equipment Assemblers
Medium41.74%
Assemble or modify electrical or electronic equipment, such as computers, test equipment telemetering systems, electric motors, and batteries.
Electromechanical Equipment Assemblers
Low30.05%
Assemble or modify electromechanical equipment or devices, such as servomechanisms, gyros, dynamometers, magnetic drums, tape drives, brakes, control linkage, actuators, and appliances.
Engine and Other Machine Assemblers
Medium37.10%
Construct, assemble, or rebuild machines, such as engines, turbines, and similar equipment used in such industries as construction, extraction, textiles, and paper manufacturing.
Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic
Medium58.74%
Set up, operate, or tend machines to extrude or draw thermoplastic or metal materials into tubes, rods, hoses, wire, bars, or structural shapes.
Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
Medium47.82%
Set up, operate, or tend milling or planing machines to mill, plane, shape, groove, or profile metal or plastic work pieces.
Machinists
Medium41.66%
Set up and operate a variety of machine tools to produce precision parts and instruments out of metal. Includes precision instrument makers who fabricate, modify, or repair mechanical instruments. May also fabricate and modify parts to make or repair machine tools or maintain industrial machines, applying knowledge of mechanics, mathematics, metal properties, layout, and machining procedures.
Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Medium44.70%
Set up, operate, or tend more than one type of cutting or forming machine tool or robot.
Grinding and Polishing Workers, Hand
Medium40.69%
Grind, sand, or polish, using hand tools or hand-held power tools, a variety of metal, wood, stone, clay, plastic, or glass objects. Includes chippers, buffers, and finishers.
Cutting and Slicing Machine Setters, Operators, and Tenders
Medium44.55%
Set up, operate, or tend machines that cut or slice materials, such as glass, stone, cork, rubber, tobacco, food, paper, or insulating material.
Adhesive Bonding Machine Operators and Tenders
Medium51.08%
Operate or tend bonding machines that use adhesives to join items for further processing or to form a completed product. Processes include joining veneer sheets into plywood; gluing paper; or joining rubber and rubberized fabric parts, plastic, simulated leather, or other materials.
Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation
Medium49.50%
Inspect and monitor transportation equipment, vehicles, or systems to ensure compliance with regulations and safety standards.
Machine Feeders and Offbearers
High66.68%
Feed materials into or remove materials from machines or equipment that is automatic or tended by other workers.
Insurance Appraisers, Auto Damage
Medium56.43%
Appraise automobile or other vehicle damage to determine repair costs for insurance claim settlement. Prepare insurance forms to indicate repair cost or cost estimates and recommendations. May seek agreement with automotive repair shop on repair costs.
Non-Destructive Testing Specialists
Medium44.70%
Test the safety of structures, vehicles, or vessels using x-ray, ultrasound, fiber optic or related equipment.
Food Science Technicians
Medium63.32%
Work with food scientists or technologists to perform standardized qualitative and quantitative tests to determine physical or chemical properties of food or beverage products. Includes technicians who assist in research and development of production technology, quality control, packaging, processing, and use of foods.
Quality Control Analysts
Medium49.25%
Conduct tests to determine quality of raw materials, bulk intermediate and finished products. May conduct stability sample tests.
Meter Readers, Utilities
High70.08%
Read meter and record consumption of electricity, gas, water, or steam.
Production, Planning, and Expediting Clerks
Medium65.33%
Coordinate and expedite the flow of work and materials within or between departments of an establishment according to production schedule. Duties include reviewing and distributing production, work, and shipment schedules; conferring with department supervisors to determine progress of work and completion dates; and compiling reports on progress of work, inventory levels, costs, and production problems.
Agricultural Inspectors
Medium43.19%
Inspect agricultural commodities, processing equipment, and facilities, and fish and logging operations, to ensure compliance with regulations and laws governing health, quality, and safety.
Log Graders and Scalers
Medium49.42%
Grade logs or estimate the marketable content or value of logs or pulpwood in sorting yards, millpond, log deck, or similar locations. Inspect logs for defects or measure logs to determine volume.
Construction and Building Inspectors
Medium46.69%
Inspect structures using engineering skills to determine structural soundness and compliance with specifications, building codes, and other regulations. Inspections may be general in nature or may be limited to a specific area, such as electrical systems or plumbing.
Team Assemblers
Medium51.70%
Work as part of a team having responsibility for assembling an entire product or component of a product. Team assemblers can perform all tasks conducted by the team in the assembly process and rotate through all or most of them, rather than being assigned to a specific task on a permanent basis. May participate in making management decisions affecting the work. Includes team leaders who work as part of the team.
Photographic Process Workers and Processing Machine Operators
Medium54.79%
Perform work involved in developing and processing photographic images from film or digital media. May perform precision tasks such as editing photographic negatives and prints.
Transportation Inspectors
Medium58.03%
Inspect equipment or goods in connection with the safe transport of cargo or people. Includes rail transportation inspectors, such as freight inspectors, rail inspectors, and other inspectors of transportation vehicles not elsewhere classified.
Aviation Inspectors
Medium49.28%
Inspect aircraft, maintenance procedures, air navigational aids, air traffic controls, and communications equipment to ensure conformance with Federal safety regulations.

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