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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

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

  • 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.

  • 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.

  • Keep records of employees' attendance and hours worked.

  • 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.

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

  • Plan and develop new products and production processes.

  • Enforce safety and sanitation regulations.

  • Evaluate employee performance.

  • 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.

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

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

  • 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.

  • 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.

  • Set up and adjust machines and equipment.

Technologies & Software

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

Alternative Job Titles