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Automation Risk Analysis

Will “Blooming Mill Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Blooming Mill 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%

“Blooming Mill 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

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

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

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

  • Enforce safety and sanitation regulations.

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

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

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

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

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

  • 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 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.

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

  • Keep records of employees' attendance and hours worked.

  • 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.

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

  • Plan and develop new products and production processes.

  • Evaluate employee performance.

Technologies & Software

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

Alternative Job Titles