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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

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

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

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

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

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

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

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

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

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

  • Compile lists describing product or service offerings.

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

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

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

  • 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 the types of products or services expected to be in demand.

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

  • Initiate market research studies, or analyze their findings.

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

  • Develop business cases for environmental marketing strategies.

Technologies & Software

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