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Automation Risk Analysis

Will “Packing Room 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 Room 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 Room 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

  • 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.

  • 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.

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

  • 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.

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

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

  • Set up and adjust machines and equipment.

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

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

  • Evaluate employee performance.

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

  • Enforce safety and sanitation regulations.

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

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

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

  • 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.

  • Keep records of employees' attendance and hours worked.

Technologies & Software

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

Alternative Job Titles