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Automation Risk Analysis

Will “Pattern Chain Maker Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Pattern Chain Maker 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%

“Pattern Chain Maker 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.

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

  • Plan and develop new products and production processes.

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

  • Keep records of employees' attendance and hours worked.

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

  • Confer with other supervisors to coordinate operations and activities within or between departments.

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

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

  • 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.

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

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

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

  • Evaluate employee performance.

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

  • Set up and adjust machines and equipment.

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

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

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

  • Enforce safety and sanitation regulations.

Technologies & Software

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

Alternative Job Titles