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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

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

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

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

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

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

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

  • Develop business cases for environmental marketing strategies.

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

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

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

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

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

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

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

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

  • 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.

  • Compile lists describing product or service offerings.

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

Technologies & Software

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