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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

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

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

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

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

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

  • Keep records of employees' attendance and hours worked.

  • Set up and adjust machines and equipment.

  • Enforce safety and sanitation regulations.

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

  • 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.

  • Evaluate employee performance.

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

  • Plan and develop new products and production processes.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles