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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

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

  • Advise customers on product usage to improve production.

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

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

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

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

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

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

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

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

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

  • Initiate sales campaigns to meet sales and production expectations.

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

  • Prepare and submit sales contracts for orders.

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

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

  • Verify accuracy of materials lists.

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

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

  • Provide customers with ongoing technical support.

  • Negotiate prices or terms of sales or service agreements.

  • Sell service contracts for technical or scientific products.

  • Verify that delivery schedules meet project deadlines.

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

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

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

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

  • Maintain customer records, using automated systems.

  • Arrange for installation and testing of products or machinery.

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

  • Verify customer credit ratings.

  • Consult with engineers regarding technical problems with products.

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

Technologies & Software

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

Alternative Job Titles