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Automation Risk Analysis

Will “Sample Preparation Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Sample Preparation 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%

“Sample Preparation 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

  • 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.

  • 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.

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

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

  • Set up and adjust machines and equipment.

  • Evaluate employee performance.

  • Plan and develop new products and production processes.

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

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

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

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

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

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

  • Enforce safety and sanitation regulations.

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

  • 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.

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

  • Keep records of employees' attendance and hours worked.

Technologies & Software

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

Alternative Job Titles