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Automation Risk Analysis

Will “Loading Rack Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Loading Rack 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%

“Loading Rack 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

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

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

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

  • Plan and develop new products and production processes.

  • Enforce safety and sanitation regulations.

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

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

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

  • 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.

  • Set up and adjust machines and equipment.

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

  • Evaluate employee performance.

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

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

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

  • 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.

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

  • Keep records of employees' attendance and hours worked.

Technologies & Software

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

Alternative Job Titles