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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

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

  • 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.

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

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

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

  • Keep records of employees' attendance and hours worked.

  • Plan and develop new products and production processes.

  • Enforce safety and sanitation regulations.

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

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

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

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

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

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

  • Evaluate employee performance.

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

  • Set up and adjust machines and equipment.

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

  • 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.

Technologies & Software

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

Alternative Job Titles