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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

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

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

  • 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.

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

  • Enforce safety and sanitation regulations.

  • 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.

  • Keep records of employees' attendance and hours worked.

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

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

  • Evaluate employee performance.

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

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

  • 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.

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

  • Set up and adjust machines and equipment.

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

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

Technologies & Software

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

Alternative Job Titles