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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

  • Recommend new equipment or software packages.

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

  • 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.

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

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

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

  • Consult with management to ensure agreement on system principles.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles