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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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • Recommend new equipment or software packages.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Consult with management to ensure agreement on system principles.

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

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

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

Technologies & Software

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

Alternative Job Titles