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Automation Risk Analysis

Will “District Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #59 of 702. Estimated risk: 1.3%

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AI Exposure Risk

50%

“District Manager” 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 50% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

21%

“District Manager” 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 21% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Sales Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, direct, or coordinate the actual distribution or movement of a product or service to the customer. Coordinate sales distribution by establishing sales territories, quotas, and goals and establish training programs for sales representatives. Analyze sales statistics gathered by staff to determine sales potential and inventory requirements and monitor the preferences of customers.

Avg. Annual Salary $160,930
Avg. Hourly Wage $77.37
Available Jobs (US) 603,710
Job Title & Hierarchy Code (SOC) Sales Managers #11-2022
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Sales Managers”

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Core Skills & Abilities

  • Represent company at trade association meetings to promote products.

  • Advise dealers and distributors on policies and operating procedures to ensure functional effectiveness of business.

  • Direct foreign sales and service outlets of an organization.

  • Review operational records and reports to project sales and determine profitability.

  • Determine price schedules and discount rates.

  • Assess marketing potential of new and existing store locations, considering statistics and expenditures.

  • Prepare budgets and approve budget expenditures.

  • Visit franchised dealers to stimulate interest in establishment or expansion of leasing programs.

  • Confer with potential customers regarding equipment needs, and advise customers on types of equipment to purchase.

  • Direct and coordinate activities involving sales of manufactured products, services, commodities, real estate, or other subjects of sale.

  • Direct clerical staff to keep records of export correspondence, bid requests, and credit collections, and to maintain current information on tariffs, licenses, and restrictions.

  • Plan and direct staffing, training, and performance evaluations to develop and control sales and service programs.

  • Monitor customer preferences to determine focus of sales efforts.

  • Direct, coordinate, and review sales and service accounting and record-keeping, as well as receiving and shipping.

  • Oversee regional and local sales managers and their staffs.

  • Resolve customer complaints regarding sales and service.

  • Confer or consult with department heads to plan advertising services and to secure information on equipment and customer specifications.

Technologies & Software

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  • Notion AI
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  • Microsoft PowerPoint
  • Oracle PeopleSoft
  • Workforce management software
  • Scheduling software
  • Oracle Fusion Applications
  • Eko
  • SAP Crystal Reports
  • Tableau
  • Human resource management software HRMS
  • Adobe Creative Cloud software
  • Oracle Eloqua
  • Minitab
  • Software on Sailboats Desktop Sales Manager
  • Microsoft Publisher
  • Salesforce software
  • Google Docs
  • MicroStrategy
  • Structured query language SQL
  • Qlik Tech QlikView
  • Microsoft Visio
  • SAP Business Objects
  • Kimi (Moonshot AI)
  • Microsoft Outlook
  • Delphi Discovery
  • Microsoft Office software
  • Microsoft Exchange
  • Act!
  • Bentley MicroStation
  • Oracle PeopleSoft Financials
  • Blackbaud The Raiser's Edge
  • Database software
  • Web browser software
  • Maximizer Software Maximizer Enterprise
  • Yardi software
  • Poll Everywhere
  • Airtable
  • Microsoft Dynamics
  • Gemini (Google)
  • SAP BusinessObjects Crystal Reports
  • LexisNexis
  • NetSuite ERP
  • Avidian Technologies Prophet
  • Microsoft Copilot
  • YouTube
  • Claude (Anthropic)
  • Oracle E-Business Suite Financials
  • FileMaker Pro
  • IBM Notes
  • Tax software
  • Oracle Taleo
  • Microsoft Visual Basic for Applications VBA
  • IBM Power Systems software
  • NetSuite NetCRM
  • Inventory software
  • Microsoft Word
  • Google Meet
  • Microsoft Excel
  • Oracle Hyperion
  • HEAT Software GoldMine
  • McAfee
  • SAS
  • SAP software
  • Geographic information system GIS software
  • Gemini for Workspace
  • Salesforce.com Salesforce CRM
  • HubSpot software
  • Google Analytics
  • Microsoft Dynamics GP
  • Microsoft Teams
  • Perplexity AI
  • Fireflies.ai
  • Microsoft Visual Basic
  • Contact management software
  • Napkin AI
  • Oracle JD Edwards EnterpriseOne
  • Adobe Acrobat
  • ChatGPT (OpenAI)
  • Microsoft Azure software
  • DeepSeek
  • Oracle Database
  • Social media sites
  • Oracle Business Intelligence Enterprise Edition
  • Qwen (Alibaba)
  • Grok (xAI)
  • Llama (Meta)
  • Google Drive
  • Eclipse IDE
  • Mistral (Mistral AI)
  • Otter.ai
  • Google Slides
  • Marketo Marketing Automation
  • Microsoft Windows
  • Vanguard Software Vanguard Sales Manager
  • IBM Cognos Impromptu
  • Google Ads
  • Oracle Primavera Enterprise Project Portfolio Management
  • IBM SPSS Statistics
  • Microsoft SQL Server
  • Eden Sales Manager
  • Dropbox
  • Facebook
  • Apple Keynote
  • Zoom
  • Microsoft Access
  • Microsoft SharePoint
  • LinkedIn
  • Google Sites
  • Adobe ActionScript
  • R
  • NortonLifeLock cybersecurity software
  • LogMeIn GoToMeeting
  • Microsoft Project
  • Personal computers
  • Tablet computers
  • Scanners
  • Desktop computers
  • Notebook computers