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Automation Risk Analysis

Will “Print Line Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Print Line 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%

“Print Line 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

  • 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.

  • Plan and develop new products and production processes.

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

  • 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.

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

  • 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.

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

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

  • Evaluate employee performance.

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

  • 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.

  • Set up and adjust machines and equipment.

  • Enforce safety and sanitation regulations.

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

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

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

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

Technologies & Software

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

Alternative Job Titles