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Automation Risk Analysis

Will “Business Development Associate” be Automated?

Historical Context: Oxford Study (2013)

Ranked #337 of 702. Estimated risk: 61.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

65%

“Business Development Associate” 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 65% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

22%

“Business Development Associate” 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 22% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Market Research Analysts and Marketing Specialists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research conditions in local, regional, national, or online markets. Gather information to determine potential sales of a product or service, or plan a marketing or advertising campaign. May gather information on competitors, prices, sales, and methods of marketing and distribution. May employ search marketing tactics, analyze web metrics, and develop recommendations to increase search engine ranking and visibility to target markets.

Avg. Annual Salary $86,480
Avg. Hourly Wage $41.58
Available Jobs (US) 861,140
Job Title & Hierarchy Code (SOC) Market Research Analysts and Marketing Specialists #13-1161
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Market Research Analysts and Marketing Specialists”

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Core Skills & Abilities

  • Gather data on competitors and analyze their prices, sales, and method of marketing and distribution.

  • Collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.

  • Measure the effectiveness of marketing, advertising, and communications programs and strategies.

  • Conduct research on consumer opinions and marketing strategies, collaborating with marketing professionals, statisticians, pollsters, and other professionals.

  • Devise and evaluate methods and procedures for collecting data, such as surveys, opinion polls, or questionnaires, or arrange to obtain existing data.

  • Forecast and track marketing and sales trends, analyzing collected data.

  • Monitor industry statistics and follow trends in trade literature.

  • Develop and implement procedures for identifying advertising needs.

  • Seek and provide information to help companies determine their position in the marketplace.

  • Attend staff conferences to provide management with information and proposals concerning the promotion, distribution, design, and pricing of company products or services.

  • Prepare reports of findings, illustrating data graphically and translating complex findings into written text.

  • Direct trained survey interviewers.

  • Measure and assess customer and employee satisfaction.

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  • Instagram
  • ClassApps SelectSurveyASP
  • GroupMe
  • StatPac
  • Walmart Retail Link
  • Apple Final Cut Pro
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  • Evernote
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  • Google Docs
  • JavaScript
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  • Grok (xAI)
  • Planful AI
  • ChatGPT (OpenAI)
  • Microsoft Copilot
  • Oracle Business Intelligence Enterprise Edition
  • Sawtooth Composite Product Mapping CPM
  • Amazon Redshift
  • WeVideo
  • Adobe Acrobat
  • Social media sites
  • Microsoft Excel
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  • Microsoft Visio
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  • Red Hat Enterprise Linux
  • Google Slides
  • 3M Post-it App
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  • Palisade StatTools
  • Adobe Photoshop
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  • Perseus SurveySolutions
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  • WinCross
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  • Survey software
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  • FedBizOps
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  • Apache Hive
  • Extensible hypertext markup language XHTML
  • YouTube
  • Microsoft Office software
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  • Google Ads
  • GLOBE Claritas
  • Tableau AI
  • Presentation software
  • Basecamp
  • Napkin AI
  • DeepSeek
  • Airtable
  • Thomson Financial Investext
  • Apple Keynote
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  • Qlik Tech QlikView
  • Data analysis software
  • Hypertext markup language HTML
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  • GMI NET-MR
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  • TNS Miriad
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  • Digivey software (expert system feature)
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