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Automation Risk Analysis

Will “Salesman” be Automated?

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AI Exposure Risk

43%

“Salesman” 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 43% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“Salesman” 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 Solar Sales Representatives and Assessors, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Contact new or existing customers to determine their solar equipment needs, suggest systems or equipment, or estimate costs.

Job Title & Hierarchy Code (SOC) Solar Sales Representatives and Assessors #41-4011.07
ℹ️

Data is based on the reference occupation: “Solar Sales Representatives and Assessors”

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Core Skills & Abilities

  • Demonstrate use of solar and related equipment to customers or dealers.

  • Provide customers with information, such as quotes, orders, sales, shipping, warranties, credit, funding options, incentives, or tax rebates.

  • Provide technical information about solar power, solar systems, equipment, and services to potential customers or dealers.

  • Assess sites to determine suitability for solar equipment, using equipment such as tape measures, compasses, and computer software.

  • Prepare proposals, quotes, contracts, or presentations for potential solar customers.

  • Prepare or review detailed design drawings, specifications, or lists related to solar installations.

  • Generate solar energy customer leads to develop new accounts.

  • Calculate potential solar resources or solar array production for a particular site considering issues such as climate, shading, and roof orientation.

  • Develop marketing or strategic plans for sales territories.

  • Create customized energy management packages to satisfy customer needs.

  • Gather information from prospective customers to identify their solar energy needs.

  • Take quote requests or orders from dealers or customers.

  • Select solar energy products, systems, or services for customers based on electrical energy requirements, site conditions, price, or other factors.

Technologies & Software

  • Microsoft Office software
  • Zoom
  • Microsoft Word
  • Salesforce software
  • Microsoft Outlook
  • Gemini for Workspace
  • Microsoft Excel
  • Solar analysis software
  • Customer relationship management CRM software
  • Google Meet
  • Web browser software
  • Meta Business AI
  • HubSpot AI
  • Trimble SketchUp Pro
  • Drift (Conversational AI)
  • Google Workspace software
  • Microsoft Dynamics
  • Autodesk AutoCAD
  • Salesforce.com Salesforce CRM
  • Adobe Acrobat
  • Gong.io
  • Clari AI
  • Napkin AI
  • Microsoft Project
  • Salesforce Einstein AI
  • ChatGPT (OpenAI)
  • Microsoft PowerPoint
  • Personal computers
  • Compact digital cameras
  • Solarimeters
  • Extension ladders
  • Desktop computers
  • Computerized data collectors
  • Precision tape measures
  • Laptop computers