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Automation Risk Analysis

Will “Printing Estimator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #513 of 702. Estimated risk: 88.0%

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AI Exposure Risk

55%

“Printing Estimator” 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

38%

“Printing Estimator” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 38% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Production, Planning, and Expediting Clerks, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Coordinate and expedite the flow of work and materials within or between departments of an establishment according to production schedule. Duties include reviewing and distributing production, work, and shipment schedules; conferring with department supervisors to determine progress of work and completion dates; and compiling reports on progress of work, inventory levels, costs, and production problems.

Avg. Annual Salary $60,420
Avg. Hourly Wage $29.05
Available Jobs (US) 385,000
Job Title & Hierarchy Code (SOC) Production, Planning, and Expediting Clerks #43-5061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Production, Planning, and Expediting Clerks”

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Core Skills & Abilities

  • Review documents, such as production schedules, work orders, or staffing tables, to determine personnel or materials requirements or material priorities.

  • Examine documents, materials, or products and monitor work processes to assess completeness, accuracy, and conformance to standards and specifications.

  • Confer with department supervisors or other personnel to assess progress and discuss needed changes.

  • Revise production schedules when required due to design changes, labor or material shortages, backlogs, or other interruptions, collaborating with management, marketing, sales, production, or engineering.

  • Provide documentation and information to account for delays, difficulties, or changes to cost estimates.

  • Maintain files, such as maintenance records, bills of lading, or cost reports.

  • Compile information, such as production rates and progress, materials inventories, materials used, or customer information, so that status reports can be completed.

  • Distribute production schedules or work orders to departments.

  • Arrange for delivery, assembly, or distribution of supplies or parts to expedite flow of materials and meet production schedules.

  • Record production data, including volume produced, consumption of raw materials, or quality control measures.

  • Requisition and maintain inventories of materials or supplies necessary to meet production demands.

  • Calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers.

  • Contact suppliers to verify shipment details.

  • Confer with establishment personnel, vendors, or customers to coordinate production or shipping activities and to resolve complaints or eliminate delays.

  • Plan production commitments or timetables for business units, specific programs, or jobs, using sales forecasts.

  • Establish and prepare product construction directions and locations and information on required tools, materials, equipment, numbers of workers needed, and cost projections.

  • Compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, maintenance, or repair orders.

Technologies & Software

  • Structured query language SQL
  • Microsoft Outlook
  • ABB Production Planning
  • Sage 300 Construction and Real Estate
  • Aestiva Purchase Order
  • Epicor Vantage ERP
  • Giraffe Production Systems Giraffe Schedule System
  • Qwen (Alibaba)
  • Lamar Info Net
  • Oracle PeopleSoft
  • Workbrain Employee Scheduling
  • Microsoft Office software
  • Adobe Illustrator
  • Production scheduling and planning software
  • Pivotal Z Prestige Scheduler
  • MEDITECH software
  • DeepSeek
  • Microsoft OneNote
  • LSA Visual DBR
  • ChatGPT (OpenAI)
  • Niku Clarity
  • MTI Systems Costimator JS
  • Microsoft Dynamics ERP
  • Medical condition coding software
  • PMC KanbanSIM
  • Oracle Manufacturing Scheduling
  • SAP Crystal Reports
  • Gemini (Google)
  • Google Drive
  • Cost estimating software
  • Bills of lading software
  • Llama (Meta)
  • DM2 Bills of Lading
  • Perplexity AI
  • IBM Notes
  • ADi SmartBOL
  • Napkin AI
  • Data entry software
  • Zapier AI
  • Grok (xAI)
  • UiPath (RPA + AI)
  • Microsoft Dynamics
  • Factory Edge MRP
  • SYSPRO business software
  • Microsoft Project
  • Exact MAX
  • Work Technology WorkTech Time
  • QAD Adaptive ERP
  • Adobe Acrobat
  • Inetsoft
  • Honeywell Wintress PACNet
  • Intuit QuickBooks
  • Fund accounting software
  • Bill of lading software
  • SAP software
  • Stratford Group INMASS/MRP
  • Sage Peachtree Premium Accounting for Manufacturing
  • Geac MPC Production
  • iCode Everest
  • Micro Estimating FabPlan
  • Microsoft PowerPoint
  • Nova (Amazon)
  • Database software
  • InteProc Material Requirements Planning
  • Microsoft Word
  • Preactor APS
  • MicroStrategy Report Services
  • Oracle Database
  • Gemini for Workspace
  • Airtable
  • Oracle Primavera Enterprise Project Portfolio Management
  • Made2Manage Supply Chain Management
  • Applied Software Technologies Asset Maintenance and Materials Management System
  • PRONTO Xi
  • Creo Synapse Upfront
  • Exact Software Macola ES
  • Accvision ABMIS
  • Otter.ai
  • Workbrain Time and Attendance
  • Rytech Software Small Business Inventory Control
  • Interwave Technology RS Bizware Scheduler
  • KAPES
  • Oracle Primavera Systems
  • Adobe Photoshop
  • Preactor Finite Capacity Scheduling
  • RSS Solutions NaView
  • Claude (Anthropic)
  • Oracle JD Edwards EnterpriseOne
  • Microsoft Dynamics GP
  • Questek Humanis
  • Notion AI
  • FileMaker Pro
  • Ingenious ProSched
  • LSA Visual Easy Lean
  • Medical procedure coding software
  • Sage MAS 90 ERP
  • Waterloo Hydrogeologic TACTIC
  • ERP INDUSTRIOS Material Planning
  • Oracle Flow Manufacturing
  • Enterprise Logix
  • Kimi (Moonshot AI)
  • Microsoft Excel
  • Google Docs
  • NetSuite ERP
  • Pelion manufacturing process optimization MPO software
  • Maynard PlanStaff Manager
  • Adobe InDesign
  • Asprova
  • Ingenious ProPlan
  • Mistral (Mistral AI)
  • Microsoft Access
  • Grammarly AI
  • Microsoft Copilot
  • Scanners
  • Personal computers
  • Desktop computers
  • Notebook computers

Alternative Job Titles