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Automation Risk Analysis

Will “Business Developer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #61 of 702. Estimated risk: 1.4%

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AI Exposure Risk

57%

“Business Developer” 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 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

23%

“Business Developer” 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 23% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Marketing Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, direct, or coordinate marketing policies and programs, such as determining the demand for products and services offered by a firm and its competitors, and identify potential customers. Develop pricing strategies with the goal of maximizing the firm's profits or share of the market while ensuring the firm's customers are satisfied. Oversee product development or monitor trends that indicate the need for new products and services.

Avg. Annual Salary $171,520
Avg. Hourly Wage $82.46
Available Jobs (US) 384,980
Job Title & Hierarchy Code (SOC) Marketing Managers #11-2021
Wage vs. National Median
ℹ️

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

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Core Skills & Abilities

  • Advise business or other groups on local, national, or international factors affecting the buying or selling of products or services.

  • Consult with buying personnel to gain advice regarding the types of products or services expected to be in demand.

  • Formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.

  • Evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.

  • Identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.

  • Conduct economic or commercial surveys to identify potential markets for products or services.

  • Use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.

  • Negotiate contracts with vendors or distributors to manage product distribution, establishing distribution networks or developing distribution strategies.

  • Consult with buying personnel to gain advice regarding environmentally sound or sustainable products.

  • Consult with product development personnel on product specifications, such as design, color, or packaging.

  • Direct the hiring, training, or performance evaluations of marketing or sales staff and oversee their daily activities.

  • Coordinate or participate in promotional activities or trade shows, working with developers, advertisers, or production managers, to market products or services.

  • Initiate market research studies, or analyze their findings.

  • Integrate environmental information into product or company marketing strategies, policies, or activities.

  • Select products or accessories to be displayed at trade or special production shows.

  • Confer with legal staff to resolve problems, such as copyright infringement or royalty sharing with outside producers or distributors.

  • Develop business cases for environmental marketing strategies.

  • Compile lists describing product or service offerings.

  • Develop pricing strategies, balancing firm objectives and customer satisfaction.

  • Recommend modifications to products, packaging, production processes, or other characteristics to improve the environmental soundness or sustainability of products.

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  • Slack
  • AEC Software FastTrack Schedule
  • Adobe Creative Cloud software
  • NoSQL
  • Jupyter Notebook
  • Cascading style sheets CSS
  • IBM Power Systems software
  • Oracle E-Business Suite Financials
  • Database reporting software
  • SAP software
  • Delphi Technology
  • Microsoft Visual Basic
  • Nearpod
  • Citrix cloud computing software
  • LexisNexis
  • Marketo Marketing Automation
  • Constant Contact
  • Microsoft Excel
  • Adobe Photoshop
  • Microsoft Visio
  • TikTok
  • Apache Solr
  • DeepSeek
  • Qlik Tech QlikView
  • IBM InfoSphere DataStage
  • Database software
  • Social media sites
  • Kapwing
  • Amazon Redshift
  • Evernote
  • AdSense Tracker
  • IBM SPSS Statistics
  • Apache Hadoop
  • FileMaker Pro
  • LogMeIn GoToMeeting
  • Yardi software
  • MarketSharp
  • Google Slides
  • Google Ads
  • SAS
  • Grok (xAI)
  • C
  • Microsoft Teams
  • Screencastify
  • Kimi (Moonshot AI)
  • NetSuite ERP
  • Hypertext markup language HTML
  • IBM Cognos Impromptu
  • Asana
  • Armand Morin MultiTrack Generator
  • Extensible hypertext markup language XHTML
  • Ruby on Rails
  • Gemini (Google)
  • Microsoft Outlook
  • Tableau
  • Microsoft SQL Server
  • Minitab
  • MySQL
  • Elasticsearch
  • Apple macOS
  • Oracle Eloqua
  • GitHub
  • Fund accounting software
  • Oracle Hyperion
  • Databox
  • SmugMug Flickr
  • JamBoard
  • JavaScript
  • LinkedIn
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  • IBM Domino
  • Microsoft Azure software
  • Tax software
  • StataCorp Stata
  • Microsoft Publisher
  • Swift
  • Adobe Acrobat Reader
  • YouTube
  • Napkin AI
  • Atlassian Confluence
  • Perplexity AI
  • Oracle PeopleSoft Financials
  • Adobe After Effects
  • Oracle Business Intelligence Enterprise Edition
  • Oracle Siebel Server Sync
  • Blackbaud The Raiser's Edge
  • Adobe Acrobat
  • Apache Pig
  • WordPress
  • Dropbox
  • SAP Business Objects
  • Nedstat Sitestat
  • Sage SalesLogix
  • Microsoft Copilot
  • LogMeIn GoToWebinar
  • ClearEDGE
  • Instagram
  • Qwen (Alibaba)
  • Adobe InDesign
  • ChatGPT (OpenAI)
  • Python
  • Padlet
  • Google Meet
  • Fireflies.ai
  • Microsoft Visual Basic for Applications VBA
  • Flipgrid
  • Teradata Database
  • Oracle Database
  • WeVideo
  • Extensible markup language XML
  • Apache Cassandra
  • Airtable
  • Oracle JavaServer Pages JSP
  • Intuit QuickBooks
  • Mistral (Mistral AI)
  • Claude (Anthropic)
  • Drupal
  • Microsoft Access
  • Dynamic hypertext markup language DHTML
  • Microsoft Visual Basic Scripting Edition VBScript
  • The MathWorks MATLAB
  • Facebook
  • Salesforce.com Salesforce CRM
  • HubSpot software
  • Microsoft Word
  • MicroStrategy
  • Oracle Fusion Applications
  • Otter.ai
  • Apple Keynote
  • Notion AI
  • Microsoft Dynamics
  • Ruby
  • Mentimeter
  • QAD Marketing Automation
  • Lyris HQ Web-Analytics Solution
  • Google Analytics
  • McAfee
  • Motion (AI Scheduler)
  • Apache Hive
  • Figma
  • Atlassian JIRA
  • Microsoft Office software
  • NortonLifeLock cybersecurity software
  • Structured query language SQL
  • Adobe ActionScript
  • Web browser software
  • IBM Notes
  • Salesforce software
  • Oracle Beehive
  • Llama (Meta)
  • R
  • Screencast-O-Matic
  • Online advertising reporting software
  • Oracle PeopleSoft
  • Splunk Enterprise
  • Microsoft SharePoint
  • LAMP Stack
  • Google Docs
  • Google Drive
  • Adobe Illustrator
  • Personal digital assistants PDA
  • Laser facsimile machines
  • Photocopiers
  • Desktop computers
  • Scanners
  • Notebook computers
  • Tablet computers
  • Personal computers