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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.

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Develop business cases for environmental marketing strategies.

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

  • Initiate market research studies, or analyze their findings.

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

  • Compile lists describing product or service offerings.

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

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

Technologies & Software

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