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Automation Risk Analysis

Will “Packing House 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 House 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 House 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

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

  • Evaluate employee performance.

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

  • Keep records of employees' attendance and hours worked.

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

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

  • Plan and develop new products and production processes.

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

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

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

  • 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.

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

  • 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.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles