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Automation Risk Analysis

Will “Sawmill Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Sawmill 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%

“Sawmill 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

  • 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.

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

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

  • Keep records of employees' attendance and hours worked.

  • Plan and develop new products and production processes.

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

  • Enforce safety and sanitation regulations.

  • Set up and adjust machines and equipment.

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

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

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

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

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

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

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

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

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

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

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

  • Evaluate employee performance.

Technologies & Software

  • Claude (Anthropic)
  • Google Chrome
  • HCSS HeavyJob
  • Total quality management TQM software
  • Computer aided manufacturing CAM software
  • Microsoft Exchange
  • Work Technology WorkTech Time
  • QA Software QMS Materials Management
  • Epicor Vista ERP
  • Bowen & Groves M1 ERP
  • ABB AI Robotics
  • Operating system software
  • Encompix ERP
  • Microsoft Outlook
  • Grok (xAI)
  • Delphi Technology
  • Microsoft PowerPoint
  • Giraffe Production Systems Giraffe Schedule System
  • Inventory management software
  • Microsoft Internet Explorer
  • Intacct ERP
  • Microsoft Access
  • DeepSeek
  • Minitab
  • Email software
  • Epicor Vantage ERP
  • Siemens Industrial AI
  • Technology Group International Enterprise 21 ERP
  • Nova (Amazon)
  • Operational databases
  • Cognex Vision AI
  • Capterra Enterprise Resource Planning
  • GHG Clockwise
  • SAP software
  • Aptean Made2Manage
  • Microsoft Excel
  • Database software
  • Apple Safari
  • SAP Business One
  • Qwen (Alibaba)
  • Exact MAX
  • Extensible markup language XML
  • Rockwell Automation AI
  • Mistral (Mistral AI)
  • Word processing software
  • Timekeeping software
  • Microsoft SharePoint
  • Resource planning software
  • Integrated materials management systems
  • Microsoft Word
  • Kimi (Moonshot AI)
  • NetSuite NetERP
  • Microsoft Total Quality Control Management
  • Oracle JD Edwards EnterpriseOne
  • Llama (Meta)
  • Mozilla Firefox
  • Retain Resource Planning
  • Materials management software
  • Microsoft Project
  • Spreadsheet software
  • Autodesk AutoCAD
  • Gemini (Google)
  • SYSPRO business software
  • Supervisory control and data acquisition SCADA software
  • Kronos Workforce Timekeeper
  • ChatGPT (OpenAI)
  • Computer aided design CAD software
  • IBM Notes
  • Microsoft Axapta
  • Apple iWork Pages
  • Sight Machine AI
  • Microsoft Office software
  • Notebook computers
  • Laser scanners
  • Safety glasses
  • Safety shoes
  • Desktop computers
  • Personal computers
  • Laser printers
  • Personal protective clothing
  • Respirators
  • Hard hats
  • Operator terminals

Alternative Job Titles