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Automation Risk Analysis

Will “Pulp House Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Pulp House 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%

“Pulp House 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

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

  • 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.

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

  • Plan and develop new products and production processes.

  • Set up and adjust machines and equipment.

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

  • 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.

  • Evaluate employee performance.

  • Enforce safety and sanitation regulations.

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

  • Keep records of employees' attendance and hours worked.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles