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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

  • Oversee regional and local sales managers and their staffs.

  • Direct foreign sales and service outlets of an organization.

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

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

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

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

  • Determine price schedules and discount rates.

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

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

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

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

  • Prepare budgets and approve budget expenditures.

  • Monitor customer preferences to determine focus of sales efforts.

  • Represent company at trade association meetings to promote products.

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

  • Resolve customer complaints regarding sales and service.

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

Technologies & Software

  • Tax software
  • Microsoft Visual Basic
  • HEAT Software GoldMine
  • Eden Sales Manager
  • HubSpot software
  • Minitab
  • Adobe Acrobat
  • Llama (Meta)
  • Microsoft Dynamics GP
  • Avidian Technologies Prophet
  • Gemini for Workspace
  • IBM Cognos Impromptu
  • Software on Sailboats Desktop Sales Manager
  • Google Sites
  • Google Meet
  • DeepSeek
  • Grok (xAI)
  • Geographic information system GIS software
  • Otter.ai
  • Microsoft Outlook
  • Oracle Database
  • Microsoft Dynamics
  • Microsoft Teams
  • Oracle Business Intelligence Enterprise Edition
  • Mistral (Mistral AI)
  • Microsoft Publisher
  • Contact management software
  • McAfee
  • Delphi Technology
  • Splunk Enterprise
  • SAP Business Objects
  • LogMeIn GoToMeeting
  • Oracle E-Business Suite Financials
  • Facebook
  • Salesforce.com Salesforce CRM
  • Microsoft Visio
  • Kimi (Moonshot AI)
  • FileMaker Pro
  • R
  • Microsoft Azure software
  • Adobe Creative Cloud software
  • Oracle Fusion Applications
  • SmugMug Flickr
  • Inventory software
  • IBM Notes
  • Tableau
  • NetSuite ERP
  • Hypertext markup language HTML
  • Microsoft Copilot
  • Eclipse IDE
  • SAP software
  • Delphi Discovery
  • Microsoft Exchange
  • Google Docs
  • Microsoft Project
  • Claude (Anthropic)
  • Google Drive
  • Microsoft Excel
  • Marketo Marketing Automation
  • Napkin AI
  • Bentley MicroStation
  • Maximizer Software Maximizer Enterprise
  • LexisNexis
  • Microsoft Office software
  • Oracle PeopleSoft Financials
  • Google Ads
  • Nova (Amazon)
  • Salesforce software
  • Eko
  • Gemini (Google)
  • Fireflies.ai
  • Poll Everywhere
  • Qwen (Alibaba)
  • Microsoft Word
  • MicroStrategy
  • Microsoft Visual Basic for Applications VBA
  • Workforce management software
  • Oracle Eloqua
  • Yardi software
  • SAP Crystal Reports
  • Teradata Database
  • Notion AI
  • Google Slides
  • NortonLifeLock cybersecurity software
  • Perplexity AI
  • Act!
  • Blackbaud The Raiser's Edge
  • Airtable
  • Zoom
  • Oracle Taleo
  • Oracle Hyperion
  • SAP BusinessObjects Crystal Reports
  • Sage 50 Accounting
  • Apple Keynote
  • Oracle Primavera Enterprise Project Portfolio Management
  • Dropbox
  • Oracle JD Edwards EnterpriseOne
  • LinkedIn
  • Microsoft SQL Server
  • IBM SPSS Statistics
  • Microsoft PowerPoint
  • IBM Power Systems software
  • Microsoft Windows
  • Motion (AI Scheduler)
  • Database software
  • Qlik Tech QlikView
  • Vanguard Software Vanguard Sales Manager
  • Oracle PeopleSoft
  • ChatGPT (OpenAI)
  • Microsoft SharePoint
  • Microsoft Access
  • Social media sites
  • Structured query language SQL
  • Adobe ActionScript
  • Scheduling software
  • NetSuite NetCRM
  • Web browser software
  • Google Analytics
  • Human resource management software HRMS
  • SAS
  • YouTube
  • Notebook computers
  • Personal computers
  • Scanners
  • Tablet computers
  • Desktop computers