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Automation Risk Analysis

Will “Railroad Equipment and Supplies Sales Representative” be Automated?

Historical Context: Oxford Study (2013)

Ranked #228 of 702. Estimated risk: 25.0%

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AI Exposure Risk

46%

“Railroad Equipment and Supplies Sales Representative” will probably not 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 46% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“Railroad Equipment and Supplies Sales Representative” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Sell goods for wholesalers or manufacturers where technical or scientific knowledge is required in such areas as biology, engineering, chemistry, and electronics, normally obtained from at least 2 years of postsecondary education.

Avg. Annual Salary $114,520
Avg. Hourly Wage $55.06
Available Jobs (US) 293,930
Job Title & Hierarchy Code (SOC) Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products #41-4011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products”

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Core Skills & Abilities

  • Stock or distribute resources, such as samples or promotional or educational materials.

  • Inform customers of estimated delivery schedules, service contracts, warranties, or other information pertaining to purchased products.

  • Verify that delivery schedules meet project deadlines.

  • Identify prospective customers, using business directories, leads from existing clients, participation in organizations, or trade show or conference attendance.

  • Visit establishments, such as pharmacies, to determine product sales.

  • Visit establishments to evaluate needs or to promote product or service sales.

  • Inform customers about issues related to responsible use and disposal of products, such as waste reduction or product or byproduct recycling or disposal.

  • Maintain customer records, using automated systems.

  • Advise customers on product usage to improve production.

  • Arrange for installation and testing of products or machinery.

  • Prepare and submit sales contracts for orders.

  • Consult with engineers regarding technical problems with products.

  • Provide feedback to product design teams so that products can be tailored to clients' needs.

  • Emphasize product features, based on analyses of customers' needs and on technical knowledge of product capabilities and limitations.

  • Select or assist customers in selecting products based on customer needs, product specifications, and applicable regulations.

  • Compute customer's installation or production costs and estimate savings from new services, products, or equipment.

  • Provide customers with ongoing technical support.

  • Initiate sales campaigns to meet sales and production expectations.

  • Verify accuracy of materials lists.

  • Complete expense reports, sales reports, or other paperwork.

  • Collaborate with colleagues to exchange information, such as selling strategies or marketing information.

  • Attend sales or trade meetings or read related publications to obtain information about market conditions, business trends, environmental regulations, or industry developments.

  • Demonstrate the operation or use of technical or scientific products.

  • Quote prices, credit terms, or other bid specifications.

  • Sell technical and scientific products that are environmentally sound or designed for environmental remediation.

  • Negotiate prices or terms of sales or service agreements.

  • Present information to customers about the energy efficiency or environmental impact of scientific or technical products.

  • Sell service contracts for technical or scientific products.

  • Prepare sales presentations or proposals to explain product specifications or applications.

  • Verify customer credit ratings.

  • Answer customers' questions about products, prices, availability, or credit terms.

  • Contact new or existing customers to discuss how specific products or services can meet their needs.

  • Study documentation or other information for new scientific or technical products.

Technologies & Software

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  • Oracle Hyperion
  • AMG Teleran SalesInSync
  • Salesforce software
  • Virtual private networking VPN software
  • Microsoft Outlook
  • Gemini for Workspace
  • ActionWare
  • Google Analytics
  • R
  • IBM Notes
  • Voice over internet protocol VoIP system software
  • Google Workspace software
  • Microsoft Dynamics
  • NortonLifeLock cybersecurity software
  • Drift (Conversational AI)
  • Oracle Database
  • McAfee
  • LogMeIn GoToWebinar
  • LexisNexis
  • Microsoft Office software
  • Enterprise application integration EAI software
  • HubSpot AI
  • Microsoft Word
  • Linux
  • Meta Business AI
  • Word processing software
  • Microsoft SharePoint
  • Zoom
  • Microsoft Azure software
  • SAS
  • Scheduling software
  • Microsoft PowerPoint
  • Microsoft Publisher
  • Spreadsheet software
  • Tax software
  • Infor ERP SyteLine
  • Cegedim Target Software Target SFA Pharmaceutical Suite
  • Presentation software
  • Oracle PeopleSoft
  • Microsoft Exchange
  • Act!
  • Khameleon
  • Citrix cloud computing software
  • ChatGPT (OpenAI)
  • Microsoft Excel
  • AdTrack Customer Acquisition Management CAM
  • Microsoft Project
  • IBM SPSS Statistics
  • Microsoft Access
  • MicroStrategy
  • Apache Hadoop
  • InsideSales.com
  • SAP Sybase SQL Anywhere
  • Teradata Database
  • Google Ads
  • Clari AI
  • NetSuite ERP
  • Web browser software
  • StataCorp Stata
  • HubSpot software
  • Amazon Web Services AWS software
  • Customer relationship management CRM software
  • Gong.io
  • LogMeIn GoToMeeting
  • SAP software
  • IBM InfoSphere DataStage
  • Oracle Fusion Applications
  • Intuit QuickBooks
  • YouTube
  • NetSuite NetCRM
  • LinkedIn
  • Personal computers
  • Tablet computers
  • Laptop computers
  • Personal digital assistants PDA

Alternative Job Titles