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Automation Risk Analysis

Will “Vulnerability Assessment Analyst” be Automated?

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AI Exposure Risk

55%

“Vulnerability Assessment 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%

“Vulnerability Assessment 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

  • Recommend new equipment or software packages.

  • 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.

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

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

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

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

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

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

  • Consult with management to ensure agreement on system principles.

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • 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.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles