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Automation Risk Analysis

Will “Internet Analyst” be Automated?

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AI Exposure Risk

55%

“Internet 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

40%

“Internet Analyst” 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 the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.

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

  • 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.

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • 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

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

Alternative Job Titles