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Automation Risk Analysis

Will “Metal Furniture Assembly Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Metal Furniture Assembly 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%

“Metal Furniture Assembly 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.

  • Evaluate employee performance.

  • Enforce safety and sanitation regulations.

  • Keep records of employees' attendance and hours worked.

  • 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.

  • 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.

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

  • 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.

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

  • Set up and adjust machines and equipment.

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

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

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

  • Plan and develop new products and production processes.

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

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

Technologies & Software

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

Alternative Job Titles