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Automation Risk Analysis

Will “Pattern Marking Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Pattern Marking 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%

“Pattern Marking 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

  • 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.

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

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

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

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

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

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

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

  • Plan and develop new products and production processes.

  • Set up and adjust machines and equipment.

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

  • 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.

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

  • 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.

  • 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.

  • Evaluate employee performance.

Technologies & Software

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  • Microsoft Office software
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  • DeepSeek
  • Integrated materials management systems
  • Timekeeping software
  • Minitab
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  • Database software
  • IBM Notes
  • QA Software QMS Materials Management
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  • Encompix ERP
  • Email software
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  • Operational databases
  • Epicor Vantage ERP
  • Mistral (Mistral AI)
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  • Microsoft Total Quality Control Management
  • Microsoft Project
  • Work Technology WorkTech Time
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  • HCSS HeavyJob
  • Intacct ERP
  • Microsoft Outlook
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  • Qwen (Alibaba)
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  • SAP software
  • Siemens Industrial AI
  • Resource planning software
  • Epicor Vista ERP
  • Aptean Made2Manage
  • Materials management software
  • Inventory management software
  • Supervisory control and data acquisition SCADA software
  • Hard hats
  • Notebook computers
  • Respirators
  • Operator terminals
  • Laser scanners
  • Safety glasses
  • Desktop computers
  • Safety shoes
  • Laser printers
  • Personal computers
  • Personal protective clothing

Alternative Job Titles