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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

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

  • 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.

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

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

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

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

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

  • Plan and develop new products and production processes.

  • 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.

  • Set up and adjust machines and equipment.

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

  • Evaluate employee performance.

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

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

  • Enforce safety and sanitation regulations.

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

  • 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.

  • Keep records of employees' attendance and hours worked.

Technologies & Software

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

Alternative Job Titles