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Automation Risk Analysis

Will “Veneer Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Veneer Supervisor” 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 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

52%

“Veneer Supervisor” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 52% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For First-Line Supervisors of Production and Operating Workers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Directly supervise and coordinate the activities of production and operating workers, such as inspectors, precision workers, machine setters and operators, assemblers, fabricators, and plant and system operators. Excludes team or work leaders.

Avg. Annual Salary $74,540
Avg. Hourly Wage $35.84
Available Jobs (US) 685,140
Job Title & Hierarchy Code (SOC) First-Line Supervisors of Production and Operating Workers #51-1011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “First-Line Supervisors of Production and Operating Workers”

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Core Skills & Abilities

  • Interpret specifications, blueprints, job orders, and company policies and procedures for workers.

  • Recommend or execute personnel actions, such as hirings, evaluations, or promotions.

  • Direct and coordinate the activities of employees engaged in the production or processing of goods, such as inspectors, machine setters, or fabricators.

  • Requisition materials, supplies, equipment parts, or repair services.

  • Maintain operations data, such as time, production, and cost records, and prepare management reports of production results.

  • Set up and adjust machines and equipment.

  • Plan and develop new products and production processes.

  • Enforce safety and sanitation regulations.

  • Determine standards, budgets, production goals, and rates, based on company policies, equipment and labor availability, and workloads.

  • Confer with other supervisors to coordinate operations and activities within or between departments.

  • Recommend or implement measures to motivate employees and to improve production methods, equipment performance, product quality, or efficiency.

  • Plan and establish work schedules, assignments, and production sequences to meet production goals.

  • Inspect materials, products, or equipment to detect defects or malfunctions.

  • Confer with management or subordinates to resolve worker problems, complaints, or grievances.

  • Keep records of employees' attendance and hours worked.

  • Conduct employee training in equipment operations or work and safety procedures, or assign employee training to experienced workers.

  • Observe work and monitor gauges, dials, and other indicators to ensure that operators conform to production or processing standards.

  • Evaluate employee performance.

  • Calculate labor and equipment requirements and production specifications, using standard formulas.

  • Read and analyze charts, work orders, production schedules, and other records and reports to determine production requirements and to evaluate current production estimates and outputs.

Technologies & Software

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  • Computer aided manufacturing CAM software
  • DeepSeek
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  • Microsoft Access
  • Cognex Vision AI
  • Microsoft Axapta
  • Grok (xAI)
  • Intacct ERP
  • Microsoft Office software
  • GHG Clockwise
  • SYSPRO business software
  • Encompix ERP
  • Microsoft Outlook
  • Materials management software
  • Nova (Amazon)
  • Computer aided design CAD software
  • Technology Group International Enterprise 21 ERP
  • HCSS HeavyJob
  • Retain Resource Planning
  • Sight Machine AI
  • NetSuite NetERP
  • Inventory management software
  • Mistral (Mistral AI)
  • Microsoft PowerPoint
  • SAP software
  • Capterra Enterprise Resource Planning
  • Exact MAX
  • Resource planning software
  • Microsoft Total Quality Control Management
  • Minitab
  • Microsoft Project
  • Timekeeping software
  • Oracle JD Edwards EnterpriseOne
  • Siemens Industrial AI
  • SAP Business One
  • Epicor Vantage ERP
  • Email software
  • Microsoft Word
  • Apple iWork Pages
  • Operating system software
  • Google Chrome
  • Spreadsheet software
  • Llama (Meta)
  • QA Software QMS Materials Management
  • Claude (Anthropic)
  • Word processing software
  • Kimi (Moonshot AI)
  • Bowen & Groves M1 ERP
  • Microsoft Excel
  • IBM Notes
  • Qwen (Alibaba)
  • Microsoft SharePoint
  • Supervisory control and data acquisition SCADA software
  • Database software
  • Microsoft Internet Explorer
  • Operational databases
  • Total quality management TQM software
  • Epicor Vista ERP
  • Rockwell Automation AI
  • Apple Safari
  • Kronos Workforce Timekeeper
  • Mozilla Firefox
  • Extensible markup language XML
  • Laser scanners
  • Safety glasses
  • Safety shoes
  • Personal protective clothing
  • Notebook computers
  • Laser printers
  • Operator terminals
  • Hard hats
  • Desktop computers
  • Respirators
  • Personal computers

Alternative Job Titles