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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

  • Compile lists describing product or service offerings.

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

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

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

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

  • Develop business cases for environmental marketing strategies.

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

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

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

  • 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.

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

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

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

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

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

  • Initiate market research studies, or analyze their findings.

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

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

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

Technologies & Software

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