🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     
Automation Risk Analysis

Will “Test Car Driver” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

AI Exposure Risk

56%

“Test Car Driver” 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Test Car Driver” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

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

Avg. Annual Salary $51,670
Avg. Hourly Wage $24.84
Available Jobs (US) 591,180
Job Title & Hierarchy Code (SOC) Inspectors, Testers, Sorters, Samplers, and Weighers #51-9061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Inspectors, Testers, Sorters, Samplers, and Weighers”

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

Core Skills & Abilities

  • Discard or reject products, materials, or equipment not meeting specifications.

  • Monitor machines that automatically measure, sort, or inspect products.

  • Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.

  • Compute usable amounts of items in shipments.

  • Adjust, clean, or repair products or processing equipment to correct defects found during inspections.

  • Collect or select samples for testing or for use as models.

  • Compare colors, shapes, textures, or grades of products or materials with color charts, templates, or samples to verify conformance to standards.

  • Write test or inspection reports describing results, recommendations, or needed repairs.

  • Administer tests to assess whether engineers or operators are qualified to use equipment.

  • Inspect, test, or measure materials, products, installations, or work for conformance to specifications.

  • Position products, components, or parts for testing.

  • Recommend necessary corrective actions, based on inspection results.

  • Remove defects, such as chips, burrs, or lap corroded or pitted surfaces.

  • Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.

  • Make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.

  • Notify supervisors or other personnel of production problems.

  • Stack or arrange tested products for further processing, shipping, or packaging.

  • Fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.

  • Mark items with details, such as grade or acceptance-rejection status.

  • Check arriving materials to ensure that they match purchase orders, submitting discrepancy reports as necessary.

  • Interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.

  • Compute defect percentages or averages, using formulas and calculators.

  • Read dials or meters to verify that equipment is functioning at specified levels.

  • Disassemble defective parts or components, such as inaccurate or worn gauges or measuring instruments.

  • Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.

  • Grade, classify, or sort products according to sizes, weights, colors, or other specifications.

  • Inspect or test raw materials, parts, or products to determine compliance with environmental standards.

  • Weigh materials, products, containers, or samples to verify packaging weights or ingredient quantities.

  • Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.

  • Analyze test data, making computations as necessary, to determine test results.

  • Clean, maintain, calibrate, or repair measuring instruments or test equipment, such as dial indicators, fixed gauges, or height gauges.

Technologies & Software

  • SAP software
  • Skype
  • Claude (Anthropic)
  • Database software
  • Medical condition coding software
  • Mistral (Mistral AI)
  • Inspection marking systems
  • FileMaker Pro
  • Microsoft Visio
  • Gemini (Google)
  • Microsoft SharePoint
  • Apache Pig
  • Design of experiments DOE software
  • R
  • Statistical process control SPC data collection devices
  • Coordinate measuring machine software
  • IBM Lotus Notes
  • Minitab
  • ChatGPT (OpenAI)
  • Microsoft Outlook
  • Nova (Amazon)
  • Rockwell Automation AI
  • Dassault Systemes SolidWorks
  • Qwen (Alibaba)
  • DeepSeek
  • Apache Hive
  • Dassault Systemes CATIA
  • Atlassian JIRA
  • Microsoft Excel
  • Label inspection systems
  • Llama (Meta)
  • Microsoft PowerPoint
  • Computer assisted design software
  • Structured query language SQL
  • Cognex Vision AI
  • Grok (xAI)
  • IBM Notes
  • Data analysis software
  • Microsoft Access
  • Mastercam Design
  • Siemens Industrial AI
  • Extensible markup language XML
  • The MathWorks MATLAB
  • Mastercam computer-aided design and manufacturing software
  • Tolerance analysis software
  • Data entry software
  • Verisurf Metrology
  • Sight Machine AI
  • Cybermetrics GAGETrak
  • ABB AI Robotics
  • Microsoft Word
  • Wilcox Associates PC-DMIS Inspection Planner
  • Kimi (Moonshot AI)
  • Selenium
  • Autodesk AutoCAD
  • Computer-aided inspection software
  • Microsoft Office software
  • Overhead cranes
  • Printed circuit board PCB testers
  • Mass flow leak testers
  • Depth gauges
  • Backplane testers
  • Direct current DC power testers
  • Industrial bench scales
  • Compression testers
  • Laser thickness gauges
  • Ductility testers
  • Shear testers
  • Frequency meters
  • Resistance meters
  • Creep and stress relaxation testers
  • Bubble leak testers
  • Laser shearography flaw detectors
  • Resonance acceleration instruments
  • Measuring microscopes
  • Micrometers
  • Eddy current flaw detectors
  • Hardness testers
  • Accelerometers
  • Digital voltmeters DVM
  • Beta gauges
  • Radiographic flaw detectors
  • Sampling oscilloscopes
  • Continuity testers
  • Power meters
  • Verisurf CMM Master
  • Pi tapes
  • Digital multimeters
  • Holographic interferometers
  • Manufacturing defect analyzers MDA
  • Vibration and shaker systems
  • Verisurf Master3DGage
  • Linear or mixed signal equipment
  • Impact toughness testers
  • Return loss calibrator RLC passive component testers
  • Function generators
  • Resistivity meters
  • Multimeters
  • Pin gauges
  • Fatigue testers
  • Conductivity meters
  • Coordinate measuring machines CMM
  • Impact hammers
  • Environmental chambers
  • Magnetic particle flaw detectors
  • Calipers
  • Moisture meters
  • Height gauges
  • Viscometers
  • Shock testers
  • Optical gauges
  • Thread gauges
  • Optical comparators
  • Gloss meters
  • Verisurf 3Dgage
  • In-circuit testers
  • Eddy current probes
  • Hydraulic pumps
  • Tensile testers
  • Pulse generators
  • Force transducers
  • Signal generators
  • Digital resistance thermometers
  • Sorting machines
  • Utrasonic flaw detectors
  • Frequency counters
  • Strain gauges
  • Forklifts
  • Logic test systems
  • Digital resistance meters
  • Ammeters
  • Null-balance acceleration instruments
  • Bit error rate testers BERT
  • Color spectrometers
  • Metallurgical microscopes
  • Capacitive acceleration instruments
  • Penetrant flaw detectors
  • Personal computers
  • Hydraulic lifts
  • Calorimetric leak testers
  • Hipot testers
  • Piezoelectric acceleration instruments
  • Plug gauges
  • Magnetic induction acceleration instruments
  • Plotters

Alternative Job Titles