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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

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

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

  • 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.

  • 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.

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

  • 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.

  • 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.

  • 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.

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

  • 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.

  • 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.

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

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

Technologies & Software

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