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Automation Risk Analysis

Will “Packing Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Packing 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%

“Packing 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

  • Keep records of employees' attendance and hours worked.

  • 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.

  • Enforce safety and sanitation regulations.

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

  • 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.

  • Plan and develop new products and production processes.

  • 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.

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

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

  • Set up and adjust machines and equipment.

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

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

  • Evaluate employee performance.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles