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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

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

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

  • 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.

  • Evaluate employee performance.

  • Keep records of employees' attendance and hours worked.

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

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

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

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

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

  • 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.

  • 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.

  • Set up and adjust machines and equipment.

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

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

  • Enforce safety and sanitation regulations.

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

Technologies & Software

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

Alternative Job Titles