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Automation Risk Analysis

Will “Sign Shop Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Sign Shop 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%

“Sign Shop 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

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

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

  • 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.

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

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

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

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

  • Keep records of employees' attendance and hours worked.

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

  • Evaluate employee performance.

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

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

  • Set up and adjust machines and equipment.

  • Plan and develop new products and production processes.

  • 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.

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

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

  • Enforce safety and sanitation regulations.

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

Technologies & Software

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

Alternative Job Titles