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Automation Risk Analysis

Will “Small Appliance 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%

“Small Appliance 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%

“Small Appliance 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

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

  • Evaluate employee performance.

  • 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.

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

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

  • 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.

  • 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.

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

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

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

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

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

  • 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.

  • Enforce safety and sanitation regulations.

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

  • Keep records of employees' attendance and hours worked.

Technologies & Software

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

Alternative Job Titles