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Automation Risk Analysis

Will “Information Scientist” be Automated?

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AI Exposure Risk

55%

“Information Scientist” 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%

“Information Scientist” 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

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

  • 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.

  • Consult with management to ensure agreement on system principles.

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

  • Recommend new equipment or software packages.

Technologies & Software

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

Alternative Job Titles