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Automation Risk Analysis

Will “Mattress and Boxsprings Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Mattress and Boxsprings 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%

“Mattress and Boxsprings 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

  • Plan and develop new products and production processes.

  • Enforce safety and sanitation regulations.

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

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

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

  • Evaluate employee performance.

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

  • 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.

  • Set up and adjust machines and equipment.

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

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

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

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

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

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

  • Keep records of employees' attendance and hours worked.

  • 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.

Technologies & Software

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

Alternative Job Titles