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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

  • Develop and implement procedures for identifying advertising needs.

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

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

  • Measure and assess customer and employee satisfaction.

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

  • Monitor industry statistics and follow trends in trade literature.

  • 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.

  • Direct trained survey interviewers.

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

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

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

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

Technologies & Software

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