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Automation Risk Analysis

Will “Hardboard Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Hardboard 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%

“Hardboard 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

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

  • Keep records of employees' attendance and hours worked.

  • 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.

  • Enforce safety and sanitation regulations.

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

  • Plan and develop new products and production processes.

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

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

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

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

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

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

  • Evaluate employee performance.

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

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

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

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

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

  • Set up and adjust machines and equipment.

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

Technologies & Software

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

Alternative Job Titles