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Automation Risk Analysis

Will “Packaging Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Packaging 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%

“Packaging 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

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

  • 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.

  • Enforce safety and sanitation regulations.

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

  • 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.

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

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

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

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

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

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

  • Set up and adjust machines and equipment.

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

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

  • Plan and develop new products and production processes.

  • Evaluate employee performance.

  • Keep records of employees' attendance and hours worked.

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

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

Technologies & Software

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

Alternative Job Titles