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Automation Risk Analysis

Will “Malted Milk Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Malted Milk 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%

“Malted Milk 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

  • 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.

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

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

  • 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.

  • Plan and develop new products and production processes.

  • 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.

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

  • Set up and adjust machines and equipment.

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

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

  • Evaluate employee performance.

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

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

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

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

  • Enforce safety and sanitation regulations.

  • Keep records of employees' attendance and hours worked.

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

Technologies & Software

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

Alternative Job Titles