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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

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

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

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

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

  • 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.

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

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

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

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

  • Consult with management to ensure agreement on system principles.

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

  • 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.

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

  • 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.

  • 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

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

Alternative Job Titles