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Automation Risk Analysis

Will “Government Business Development Specialist” 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%

“Government Business Development Specialist” 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%

“Government Business Development Specialist” 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

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

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

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

  • Develop and implement procedures for identifying advertising needs.

  • Direct trained survey interviewers.

  • 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.

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

  • Measure and assess customer and employee satisfaction.

  • Monitor industry statistics and follow trends in trade literature.

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

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

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

Technologies & Software

  • Meta Business AI
  • Canva
  • Microsoft Visio
  • AcaStat Software
  • Aprimo Marketing
  • Factiva
  • Microsoft Visual Basic for Applications VBA
  • Asana
  • Dynamic hypertext markup language DHTML
  • StataCorp Stata
  • GMI NET-MR
  • LinkedIn
  • Claude (Anthropic)
  • Basecamp
  • Tableau
  • Survey software
  • PHP
  • SAP software
  • Red Hat Enterprise Linux
  • Presentation software
  • Gemini for Workspace
  • FileMaker Pro
  • Oracle Darwin
  • LogiXML Ad-HOC
  • Adaptive conjoint analysis ACA software
  • Tableau AI
  • AndersonBell Abstat
  • Delphi Technology
  • TikTok
  • Word processing software
  • Instagram
  • Palisade StatTools
  • IBM SPSS Statistics
  • SAS
  • Airtable
  • Thomson Financial Investext
  • Microsoft Copilot
  • Nova (Amazon)
  • Alteryx AI
  • Extensible hypertext markup language XHTML
  • Digivey software (expert system feature)
  • Microsoft SQL Server
  • Adobe Illustrator
  • Provalis Research Simstat
  • Facebook
  • SAP Crystal Reports
  • LogMeIn GoToWebinar
  • SmugMug Flickr
  • NCR Teradata Warehouse Miner
  • Salesforce software
  • Oracle Eloqua
  • IBM Intelligent Miner
  • Cytel LogXact
  • Microsoft Project
  • WorldAPP KeySurvey Suite
  • FedBizOps
  • Microsoft SharePoint
  • Adobe ActionScript
  • Teradata Database
  • Perseus SurveySolutions
  • Financial planning software
  • ChatGPT (OpenAI)
  • Llama (Meta)
  • ClassApps SelectSurveyASP
  • Web browser software
  • TNS Miriad
  • TechExcel ServiceWise
  • ESRI ArcGIS software
  • DataRobot
  • Sawtooth Composite Product Mapping CPM
  • Microsoft Office software
  • MySQL
  • The MathWorks MATLAB
  • LexisNexis
  • Hypertext markup language HTML
  • Qwen (Alibaba)
  • Act!
  • Neoforma Healthcare Products Information Services HPIS Market Intelligence
  • Napkin AI
  • Kimi (Moonshot AI)
  • Minitab
  • JavaScript
  • Insightful Corporation Confirmit
  • Adobe Acrobat
  • Structured query language SQL
  • Drupal
  • YouTube
  • Microsoft PowerPoint
  • Planful AI
  • Social media sites
  • WeVideo
  • IBM Notes
  • Microsoft Word
  • Geographic information system GIS marketing software
  • Sawtooth SSI Web
  • HubSpot software
  • Gemini (Google)
  • WordPress
  • Amazon Redshift
  • Oracle PeopleSoft
  • Google Drive
  • Vantage MCIF
  • Digivey software (point of sale feature)
  • Oracle Hyperion
  • Apache Hadoop
  • Google Analytics
  • Apple macOS
  • MicroStrategy
  • Adobe Creative Cloud software
  • Slack
  • Google Docs
  • UNISTAT Statistical Package
  • Intellimed
  • R
  • IBM Information Management System (IMS)
  • Adobe After Effects
  • NetSuite ERP
  • TranspoLink BidLeads
  • GLOBE Claritas
  • Adobe Dreamweaver
  • Mistral (Mistral AI)
  • SAP Business Objects
  • Oracle Business Intelligence Enterprise Edition
  • Evernote
  • Loom
  • Marketo Marketing Automation
  • LogMeIn GoToMeeting
  • GroupMe
  • Qlik Tech QlikView
  • NortonLifeLock cybersecurity software
  • Cytel Software XLMiner
  • Zoom
  • WinCross
  • IBM Cognos Impromptu
  • Insightful S-PLUS
  • Adobe Photoshop
  • Sawtooth Choice-Base Conjoint CBS
  • TNS MarketWhys
  • 3M Post-it App
  • Mintel Reports
  • Database software
  • Google Ads
  • Adxstudio, for Microsoft
  • Apple Final Cut Pro
  • Data analysis software
  • Thomson Dialog
  • Cascading style sheets CSS
  • Adobe InDesign
  • Walmart Retail Link
  • Map Maker
  • StatPac
  • Medstat/INFORUM
  • Grok (xAI)
  • DeepSeek
  • Blackbaud The Raiser's Edge
  • Dropbox
  • Microsoft Access
  • Apache Pig
  • Perplexity AI
  • Apple Keynote
  • Microsoft Excel
  • Microsoft Dynamics
  • Galilee Enterprise TargetPro
  • Microsoft Outlook
  • Apache Hive
  • Microsoft Publisher
  • Google Slides
  • Microsoft Visual Basic
  • Verispan Patient Parameters
  • Personal digital assistants PDA
  • Desktop computers
  • Scanners
  • Tablet computers
  • Notebook computers
  • Personal computers