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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.

  • Consult with management to ensure agreement on system principles.

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

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • 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.

  • 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.

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

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

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

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

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

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

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

  • Recommend new equipment or software packages.

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

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

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

Technologies & Software

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

Alternative Job Titles