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Automation Risk Analysis

Will “Brineyard Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Brineyard 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%

“Brineyard 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

  • Evaluate employee performance.

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

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

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

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

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

  • Keep records of employees' attendance and hours worked.

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

  • 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.

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

  • Enforce safety and sanitation regulations.

  • Plan and develop new products and production processes.

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

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

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

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

  • Set up and adjust machines and equipment.

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

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

Alternative Job Titles