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Automation Risk Analysis

Will “Technical Analyst” be Automated?

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AI Exposure Risk

55%

“Technical 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%

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

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

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

  • Recommend new equipment or software packages.

  • 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.

  • 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.

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

  • 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.

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

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

  • 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.

  • Consult with management to ensure agreement on system principles.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles