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Automation Risk Analysis

Will “Trade Analyst” 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%

“Trade Analyst” 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%

“Trade Analyst” 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

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

  • Direct trained survey interviewers.

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

  • Develop and implement procedures for identifying advertising needs.

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

  • Monitor industry statistics and follow trends in trade literature.

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

  • Measure and assess customer and employee satisfaction.

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

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

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

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

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

Technologies & Software

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