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Automation Risk Analysis

Will “Data Processing Consultant” be Automated?

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AI Exposure Risk

55%

“Data Processing Consultant” 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

40%

“Data Processing Consultant” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 40% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer Systems Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Analyze science, engineering, business, and other data processing problems to develop and implement solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions, improve existing computer systems, and review computer system capabilities, workflow, and schedule limitations. May analyze or recommend commercially available software.

Avg. Annual Salary $111,960
Avg. Hourly Wage $53.83
Available Jobs (US) 497,800
Job Title & Hierarchy Code (SOC) Computer Systems Analysts #15-1211
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer Systems Analysts”

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Core Skills & Abilities

  • Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.

  • Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.

  • Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.

  • Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed.

  • Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.

  • Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.

  • Determine computer software or hardware needed to set up or alter systems.

  • Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • Supervise computer programmers or other systems analysts or serve as project leaders for particular systems projects.

  • Recommend new equipment or software packages.

  • Consult with management to ensure agreement on system principles.

  • Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.

  • Train staff and users to work with computer systems and programs.

  • Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.

  • Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.

  • Expand or modify system to serve new purposes or improve work flow.

  • Specify inputs accessed by the system and plan the distribution and use of the results.

  • Assess the usefulness of pre-developed application packages and adapt them to a user environment.

  • Confer with clients regarding the nature of the information processing or computation needs a computer program is to address.

  • Develop, document, and revise system design procedures, test procedures, and quality standards.

  • Prepare cost-benefit and return-on-investment analyses to aid in decisions on system implementation.

Technologies & Software

  • Oracle Eloqua
  • Oracle PL/SQL
  • Microsoft Windows Server
  • Qlik Tech QlikView
  • J
  • Microsoft Visual Basic for Applications VBA
  • Flow chart software
  • Personal computer diagnostic software
  • Oracle JDBC
  • Microsoft Dynamics GP
  • IBM Rational ClearQuest
  • Requirements management software
  • Extensible markup language XML
  • Kimi (Moonshot AI)
  • Unified modeling language UML
  • Selenium
  • 3M Post-it App
  • Perplexity AI
  • SpectraQuest
  • Microsoft Publisher
  • Interoperability testing software
  • Component object model COM software
  • WebFOCUS
  • KornShell
  • SAP Master Data Management MDM
  • Apache Solr
  • Popkin System Architect
  • Apache Groovy
  • Microsoft Word
  • Epic Systems
  • PHP
  • Gemini Code Assist
  • Adobe Photoshop
  • Version control software
  • Django
  • Access management software
  • Skype
  • Microsoft Exchange
  • Automated installation software
  • Amazon DynamoDB
  • Qwen (Alibaba)
  • Microsoft Visual Studio
  • Formula translation/translator FORTRAN
  • LAMP Stack
  • Dynamic hypertext markup language DHTML
  • Ubuntu
  • Gemini (Google)
  • SAP ERP
  • UNIX
  • System testing software
  • Distributed component object model DCOM software
  • Apache Tomcat
  • HyperSpace
  • Adobe Illustrator
  • Swift
  • Omni Group OmniGraffle
  • GitHub
  • Symantec pcAnywhere
  • ChatGPT (OpenAI)
  • Oracle Database
  • Human resource management software HRMS
  • Static analysis software
  • Security testing software
  • C++
  • Marketo Marketing Automation
  • Medical procedure coding software
  • Compatibility testing software
  • IBM Rational Rose XDE
  • Cisco Webex
  • Spring Framework
  • Oracle Fusion Middleware
  • Microsoft ActiveX
  • Cascading style sheets CSS
  • Cursor AI
  • Salesforce Visualforce
  • Common business oriented language COBOL
  • Oracle Application Server
  • YouTube
  • Time sharing option TSO software
  • R
  • IBM Domino
  • LexisNexis
  • Adobe Flex
  • IBM WebSphere
  • Oracle WebLogic Server
  • IBM InfoSphere DataStage
  • InstallShield
  • Amazon Elastic Compute Cloud EC2
  • Test implementation software
  • Oracle JavaServer Pages JSP
  • Integration testing software
  • Oracle JD Edwards EnterpriseOne
  • AJAX
  • Atlassian Bamboo
  • SAP Crystal Reports
  • Devin (Cognition AI)
  • Google Docs
  • Splunk Enterprise
  • Mistral (Mistral AI)
  • Oracle Taleo
  • Job control language JCL
  • Relational database management software
  • Oracle E-Business Suite Financials
  • Oracle Hyperion
  • v0 by Vercel
  • Oracle PeopleSoft
  • NortonLifeLock cybersecurity software
  • Amazon Redshift
  • Microsoft SQL Server Reporting Services SSRS
  • Hibernate ORM
  • NoSQL
  • Microsoft Visio
  • IBM DB2
  • JavaScript
  • Eclipse IDE
  • Extensible hypertext markup language XHTML
  • Apache Subversion SVN
  • Operating system software
  • Usability testing software
  • CrossTec NetOp Remote Control
  • Verilog
  • Tableau
  • The MathWorks MATLAB
  • Oracle Java
  • Apple macOS
  • Node.js
  • VMware
  • Hewlett Packard LoadRunner
  • SAP Adaptive Server Enterprise
  • jQuery
  • Microsoft PowerPoint
  • Microsoft Visual C# .NET
  • Defect tracking software
  • Red Hat OpenShift
  • Spring Boot
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Shell script
  • Network intrusion prevention systems NIPS
  • IBM Power Systems software
  • MicroStrategy
  • Apache Struts
  • Nagios
  • Nova (Amazon)
  • Cisco Systems CiscoWorks
  • Help desk software
  • Healthcare common procedure coding system HCPCS
  • Amazon Web Services AWS software
  • Tabnine
  • C
  • Atlassian JIRA
  • JUnit
  • Software asset management SAM software
  • Git
  • ServiceNow
  • Ext JS
  • Mistral AI (chat/models)
  • Amazon CodeWhisperer
  • OpenAI ChatGPT
  • Apache Maven
  • DeepSeek
  • Oracle Solaris
  • Microsoft SQL Server
  • Perforce Helix software
  • Advanced business application programming ABAP
  • Salesforce software
  • MySQL
  • Microsoft Visual Basic.NET
  • Apache Spark
  • Hierarchical simulation program with integrated circuit emphasis HSPICE
  • System and data disaster recovery software
  • Atlassian Confluence
  • Adobe Dreamweaver
  • Diagramming software
  • Sun Microsystems Sun ONE
  • Microsoft Dynamics
  • Bolt.new
  • Dassault Systemes CATIA
  • Microsoft Windows
  • Microsoft Teams
  • FileMaker Pro
  • SAS
  • Microsoft PowerShell
  • Application management software
  • SAP BusinessObjects Desktop Intelligence
  • Transact-SQL
  • SAP software
  • Delphi Technology
  • Apache Hive
  • Amazon Web Services AWS CloudFormation
  • Ruby on Rails
  • SAP Business Objects
  • Dynamic analysis software
  • Microsoft Azure software
  • Ruby
  • Microsoft Visual FoxPro
  • IBM Notes
  • Microsoft Outlook
  • Mutation testing software
  • JavaScript Object Notation JSON
  • Linux
  • Snort
  • Electronic design automation EDA software
  • Migration testing software
  • Load testing software
  • Red Hat Enterprise Linux
  • Virus scanning software
  • SAP NetWeaver
  • IBM Rational PurifyPlus
  • IBM SPSS Statistics
  • Blackboard software
  • Microsoft Project
  • Microsoft SQL Server Integration Services SSIS
  • Adobe ColdFusion
  • Supervisory control and data acquisition SCADA software
  • Microsoft ASP.NET Core MVC
  • Data conversion software
  • Oracle SQL Developer
  • Apache Ant
  • Apache HTTP Server
  • PostgreSQL
  • Jupyter Notebook
  • Amazon Simple Storage Service S3
  • Objective C
  • Oracle Cloud software
  • Ansible software
  • Llama (Meta)
  • Adobe ActionScript
  • Active directory software
  • Blackbaud The Raiser's Edge
  • Fund accounting software
  • Microsoft Visual Basic
  • Tax software
  • Element management software
  • Slack
  • Google Antigravity
  • Veritas NetBackup
  • Blink
  • GitHub Copilot
  • Red Hat WildFly
  • Microsoft Internet Information Services (IIS)
  • IBM Cognos Impromptu
  • Minitab
  • Oracle PeopleSoft Financials
  • C#
  • Go
  • Slido interaction software
  • Remote control software
  • Test design software
  • Microsoft SharePoint
  • Microsoft Access
  • Teradata Database
  • Recovery testing software
  • Microsoft Power BI
  • Oracle Business Intelligence Suite
  • Hewlett Packard HP-UX
  • Scala
  • Drupal
  • SAP NetWeaver BW
  • Puppet
  • Microsoft Excel
  • Codeium
  • Microsoft Office software
  • Medical condition coding software
  • Wireshark
  • ADP Workforce Now
  • Apache Pig
  • Architecture description language ADL
  • Citrix cloud computing software
  • Rapide
  • Elasticsearch
  • Patch and update management software
  • Google Analytics
  • Lovable.dev
  • Embarcadero JBuilder
  • Smalltalk
  • Computer aided design and drafting CADD software
  • Microsoft Visual Basic Scripting Edition VBScript
  • OrCAD Capture
  • Integrated development environment IDE software
  • Claude (Anthropic)
  • Adobe Acrobat
  • Perl
  • Eiffel
  • Apache Kafka
  • Structure prediction software
  • Functional testing software
  • Microsoft ASP.NET
  • Backbone.js
  • Ada
  • Virtual private networking VPN software
  • Hypertext markup language HTML
  • Stac Software ReachOut
  • Cost estimating software
  • Structured query language SQL
  • Apache Cassandra
  • Unit testing software
  • Google Angular
  • Voice over internet protocol VoIP system software
  • Symantec Visual Cafe
  • Database software
  • Wise Solutions Wise for Windows Installer
  • Grok (xAI)
  • National Instruments LabVIEW
  • MongoDB
  • Microsoft Active Server Pages ASP
  • Microsoft Team Foundation Server
  • Customer information control system CICS
  • Informatica Corporation PowerCenter
  • McAfee
  • Python
  • UNIX Shell
  • NetSuite ERP
  • Business intelligence system software
  • Oracle Primavera Enterprise Project Portfolio Management
  • ESRI ArcGIS software
  • Oracle Business Intelligence Enterprise Edition
  • Oracle Fusion Applications
  • Bash
  • Microsoft .NET Framework
  • StataCorp Stata
  • Chef
  • IBM Rational ClearCase
  • Systems and application deployment and migration software
  • Web server software
  • Regression testing software
  • MEDITECH software
  • Apache Hadoop
  • Oracle Master Data Management MDM Suite
  • Docker
  • Geographic information system GIS software
  • Software distribution software
  • AcmeStudio
  • Quest Erwin Data Modeler
  • Stress testing software
  • Enterprise JavaBeans
  • React
  • Notebook computers
  • Mainframe computers
  • Personal digital assistants PDA
  • Desktop computers

Alternative Job Titles