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Automation Risk Analysis

Will “Bindery Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Bindery 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%

“Bindery 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.

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

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

  • Enforce safety and sanitation regulations.

  • 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.

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

  • Evaluate employee performance.

  • Plan and develop new products and production processes.

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

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

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

  • Keep records of employees' attendance and hours worked.

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

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

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

  • Set up and adjust machines and equipment.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles