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Automation Risk Analysis

Will “Mixing Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Mixing 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%

“Mixing 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.

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

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

  • 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.

  • 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.

  • 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.

  • 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.

  • Enforce safety and sanitation regulations.

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

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

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

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

  • Plan and develop new products and production processes.

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

  • Keep records of employees' attendance and hours worked.

  • Set up and adjust machines and equipment.

Technologies & Software

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

Alternative Job Titles