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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

  • 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.

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

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

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

  • Plan and develop new products and production processes.

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

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

  • Keep records of employees' attendance and hours worked.

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

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

  • Enforce safety and sanitation regulations.

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

  • Set up and adjust machines and equipment.

  • 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.

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

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

  • 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.

  • Evaluate employee performance.

Technologies & Software

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

Alternative Job Titles