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Automation Risk Analysis

Will “Scrap Preparation Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Scrap Preparation 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%

“Scrap Preparation 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

  • Set up and adjust machines and equipment.

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

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

  • 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.

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

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

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

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

  • Plan and develop new products and production processes.

  • Enforce safety and sanitation regulations.

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

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

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

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

  • Keep records of employees' attendance and hours worked.

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

  • Evaluate employee performance.

  • 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.

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

Technologies & Software

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  • Sight Machine AI
  • Giraffe Production Systems Giraffe Schedule System
  • Timekeeping software
  • Resource planning software
  • Google Chrome
  • Intacct ERP
  • Technology Group International Enterprise 21 ERP
  • Inventory management software
  • DeepSeek
  • Minitab
  • Computer aided manufacturing CAM software
  • Kronos Workforce Timekeeper
  • Microsoft Internet Explorer
  • Bowen & Groves M1 ERP
  • SAP software
  • ABB AI Robotics
  • Aptean Made2Manage
  • Autodesk AutoCAD
  • Siemens Industrial AI
  • Encompix ERP
  • Database software
  • Microsoft Access
  • QA Software QMS Materials Management
  • Email software
  • Microsoft Excel
  • Retain Resource Planning
  • Microsoft PowerPoint
  • Grok (xAI)
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  • Qwen (Alibaba)
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  • SYSPRO business software
  • Rockwell Automation AI
  • SAP Business One
  • Gemini (Google)
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  • Operating system software
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  • Supervisory control and data acquisition SCADA software
  • Operational databases
  • ChatGPT (OpenAI)
  • Epicor Vista ERP
  • Integrated materials management systems
  • Microsoft Total Quality Control Management
  • Kimi (Moonshot AI)
  • Apple Safari
  • Cognex Vision AI
  • Word processing software
  • Materials management software
  • Oracle JD Edwards EnterpriseOne
  • Microsoft Word
  • Spreadsheet software
  • Work Technology WorkTech Time
  • NetSuite NetERP
  • Mistral (Mistral AI)
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  • Hard hats
  • Laser scanners
  • Personal protective clothing
  • Notebook computers
  • Operator terminals
  • Safety shoes
  • Personal computers
  • Laser printers
  • Safety glasses
  • Respirators
  • Desktop computers

Alternative Job Titles