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Automation Risk Analysis

Will “EDI Analyst (Electronic Data Interchange Analyst)” be Automated?

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AI Exposure Risk

62%

“EDI Analyst (Electronic Data Interchange 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 62% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

21%

“EDI Analyst (Electronic Data Interchange 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 21% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Business Intelligence Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Produce financial and market intelligence by querying data repositories and generating periodic reports. Devise methods for identifying data patterns and trends in available information sources.

Job Title & Hierarchy Code (SOC) Business Intelligence Analysts #15-2051.01
ℹ️

Data is based on the reference occupation: “Business Intelligence Analysts”

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Core Skills & Abilities

  • Identify and analyze industry or geographic trends with business strategy implications.

  • Provide technical support for existing reports, dashboards, or other tools.

  • Maintain or update business intelligence tools, databases, dashboards, systems, or methods.

  • Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.

  • Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.

  • Analyze competitive market strategies through analysis of related product, market, or share trends.

  • Create or review technical design documentation to ensure the accurate development of reporting solutions.

  • Identify or monitor current and potential customers, using business intelligence tools.

  • Analyze technology trends to identify markets for future product development or to improve sales of existing products.

  • Communicate with customers, competitors, suppliers, professional organizations, or others to stay abreast of industry or business trends.

  • Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.

  • Maintain library of model documents, templates, or other reusable knowledge assets.

  • Synthesize current business intelligence or trend data to support recommendations for action.

  • Disseminate information regarding tools, reports, or metadata enhancements.

  • Manage timely flow of business intelligence information to users.

  • Conduct or coordinate tests to ensure that intelligence is consistent with defined needs.

  • Document specifications for business intelligence or information technology reports, dashboards, or other outputs.

Technologies & Software

  • Apache Spark
  • Go
  • Medical procedure coding software
  • Django
  • Microsoft Dynamics
  • Eko
  • NoSQL
  • Git
  • Transact-SQL
  • Elasticsearch
  • UNIX
  • Gemini (Google)
  • SAP ERP
  • Microsoft Publisher
  • Relational database management software
  • Enterprise resource planning ERP software
  • Amazon Redshift
  • Microsoft SQL Server
  • Medical condition coding software
  • Perplexity AI
  • IBM InfoSphere DataStage
  • Microsoft SharePoint
  • Hypertext markup language HTML
  • FileMaker Pro
  • AJAX
  • Amazon Elastic Compute Cloud EC2
  • PHP
  • IBM WebSphere
  • Ext JS
  • Virtual private networking VPN software
  • GitHub Copilot
  • Microsoft Access
  • Apache Groovy
  • SAP software
  • IBM Notes
  • MicroStrategy
  • Microsoft Excel
  • Marketo Marketing Automation
  • Microsoft SQL Server Integration Services SSIS
  • Apache Hadoop
  • Microsoft PowerPoint
  • Human resource management software HRMS
  • Extensible markup language XML
  • Oracle Taleo
  • McAfee
  • Mistral (Mistral AI)
  • Microsoft Power BI
  • IBM SPSS Statistics
  • Oracle Cloud software
  • Extensible hypertext markup language XHTML
  • Salesforce software
  • Hewlett Packard HP-UX
  • Red Hat WildFly
  • SAP BusinessObjects Data Integrator
  • Apache Tomcat
  • Microsoft Power Automate
  • PTC Creo Parametric
  • Wireshark
  • Codeium
  • Oracle JavaServer Pages JSP
  • Perl
  • Adobe ActionScript
  • Oracle PeopleSoft Financials
  • Microsoft ActiveX
  • Microsoft Word
  • Python
  • Google Ads
  • Informatica Data Explorer
  • SAP Crystal Reports
  • ChatGPT (OpenAI)
  • Microsoft Office software
  • Minitab
  • Microsoft Azure software
  • Microsoft Proclarity
  • JavaScript Object Notation JSON
  • Informatica software
  • Google Slides
  • SAP NetWeaver BW
  • Business Objects Data Integrator
  • Microsoft Visual Studio
  • Hibernate ORM
  • Microsoft Windows Server
  • The MathWorks MATLAB
  • Panorama NovaView
  • Apache Kafka
  • Microsoft ASP.NET
  • Unified modeling language UML
  • IBM Power Systems software
  • Data modeling software
  • C
  • Apache Solr
  • R
  • Oracle Java
  • GitHub
  • Snowflake
  • Veritas NetBackup
  • SAP Business Objects
  • Google Analytics
  • Actuate Eclipse BIRT
  • Microsoft Visio
  • Grok (xAI)
  • Kimi (Moonshot AI)
  • LexisNexis
  • Jupyter Notebook
  • Bolt.new
  • Teradata Database
  • Google Docs
  • Oracle Primavera Enterprise Project Portfolio Management
  • Microsoft Active Server Pages ASP
  • IBM DB2
  • Scala
  • Citrix cloud computing software
  • Reporting software
  • Oracle PeopleSoft
  • Customer information control system CICS
  • Data warehouse software
  • Oracle JDBC
  • MySQL
  • Oracle Essbase
  • Apache Hive
  • Fund accounting software
  • Bash
  • Linux
  • Tax software
  • ESRI ArcGIS software
  • Microsoft .NET Framework
  • Atlassian JIRA
  • Mistral AI (chat/models)
  • Drupal
  • Eclipse IDE
  • Llama (Meta)
  • YouTube
  • Claude (Anthropic)
  • Microsoft Outlook
  • Amazon Web Services AWS software
  • Apache HTTP Server
  • Alteryx software
  • Airtable
  • Job control language JCL
  • StataCorp Stata
  • Structured query language SQL
  • C++
  • Oracle Hyperion
  • Nagios
  • Microsoft Dynamics GP
  • Database software
  • Qlik Tech QlikView
  • Tableau
  • Microsoft Project
  • Facebook
  • Splunk Enterprise
  • Integrated development environment IDE software
  • Microsoft Exchange
  • Devin (Cognition AI)
  • Red Hat Enterprise Linux
  • PostgreSQL
  • Hewlett Packard LoadRunner
  • C#
  • JavaScript
  • Blackbaud The Raiser's Edge
  • SiSense Prism
  • Microsoft Visual Basic for Applications VBA
  • Geographic information system GIS software
  • DeepSeek
  • IBM Domino
  • v0 by Vercel
  • Ubuntu
  • Adobe Acrobat
  • Dynamic hypertext markup language DHTML
  • Oracle JD Edwards EnterpriseOne
  • Google Sites
  • Tabnine
  • Epic Systems
  • IBM Unica Enterprise
  • IBM Cognos Impromptu
  • jQuery
  • Salesforce Visualforce
  • Qwen (Alibaba)
  • Google Antigravity
  • Enterprise JavaBeans
  • Oracle Eloqua
  • Advanced business application programming ABAP
  • Microsoft SQL Server Reporting Services SSRS
  • Shell script
  • Oracle Siebel Marketing Resource Management
  • NetSuite ERP
  • Microsoft PowerShell
  • Oracle SQL Developer
  • Gemini Code Assist
  • MEDITECH software
  • Ruby
  • Adobe Dreamweaver
  • Oracle Business Intelligence Enterprise Edition
  • Oracle Fusion Applications
  • SAS
  • Swift
  • Microsoft Visual Basic
  • MongoDB
  • Apache Ant
  • KornShell
  • Healthcare common procedure coding system HCPCS
  • Lovable.dev
  • NortonLifeLock cybersecurity software
  • Information Builders WebFOCUS
  • Oracle Solaris
  • UNIX Shell
  • Cursor AI
  • Oracle E-Business Suite Financials
  • Apache Pig
  • Ruby on Rails
  • Nova (Amazon)
  • Delphi Technology
  • Oracle Database
  • Amazon DynamoDB
  • Amazon CodeWhisperer
  • Rogue Wave Software IMSL Numerical Libraries
  • Apache Cassandra
  • Apache Struts
  • Oracle WebLogic Server
  • Oracle PL/SQL
  • Quest Erwin Data Modeler
  • Skype
  • Atlassian Confluence
  • Microsoft Visual Basic Scripting Edition VBScript
  • Common business oriented language COBOL
  • Photocopiers
  • Data warehouse appliances
  • Scanners
  • Storage servers
  • Laser facsimile machines
  • Computer servers