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Automation Risk Analysis

Will “Computer Systems Security Analyst” be Automated?

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AI Exposure Risk

63%

“Computer Systems Security 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 63% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Computer Systems Security 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 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Information Security Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, implement, upgrade, or monitor security measures for the protection of computer networks and information. Assess system vulnerabilities for security risks and propose and implement risk mitigation strategies. May ensure appropriate security controls are in place that will safeguard digital files and vital electronic infrastructure. May respond to computer security breaches and viruses.

Avg. Annual Salary $127,730
Avg. Hourly Wage $61.41
Available Jobs (US) 179,430
Job Title & Hierarchy Code (SOC) Information Security Analysts #15-1212
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Information Security Analysts”

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Core Skills & Abilities

  • Confer with users to discuss issues such as computer data access needs, security violations, and programming changes.

  • Perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.

  • Monitor current reports of computer viruses to determine when to update virus protection systems.

  • Document computer security and emergency measures policies, procedures, and tests.

  • Coordinate implementation of computer system plan with establishment personnel and outside vendors.

  • Modify computer security files to incorporate new software, correct errors, or change individual access status.

  • Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.

  • Review violations of computer security procedures and discuss procedures with violators to ensure violations are not repeated.

  • Train users and promote security awareness to ensure system security and to improve server and network efficiency.

  • Monitor use of data files and regulate access to safeguard information in computer files.

  • Encrypt data transmissions and erect firewalls to conceal confidential information as it is being transmitted and to keep out tainted digital transfers.

Technologies & Software

  • PostgreSQL
  • MySQL
  • The MathWorks MATLAB
  • Wireshark
  • Amazon DynamoDB
  • Red Hat OpenShift
  • Security risk assessment software
  • Oracle E-Business Suite Financials
  • Oracle Database
  • Intrusion detection system IDS
  • IBM Tivoli Access Management TAM
  • Cursor AI
  • SAP Crystal Reports
  • Extensible hypertext markup language XHTML
  • Oracle PeopleSoft Financials
  • Oracle JDBC
  • LexisNexis
  • Google Antigravity
  • Kimi (Moonshot AI)
  • System testing software
  • Sniffer Investigator
  • Blink
  • Enterprise JavaBeans
  • DeepSeek
  • Amazon CodeWhisperer
  • Virtual private networking VPN software
  • Gemini (Google)
  • Microsoft SQL Server
  • Llama (Meta)
  • Red Hat WildFly
  • Veritas NetBackup
  • Secure internet filtering software
  • ArcSight Enterprise Threat and Risk Management
  • Microsoft Word
  • Selenium
  • PHP
  • Patch and update management software
  • Mistral (Mistral AI)
  • Microsoft Office software
  • Microsoft Visio
  • Microsoft SharePoint
  • Quest BigBrother
  • Microsoft Access
  • UNIX Shell
  • Microsoft Visual Basic for Applications VBA
  • IpFilter
  • Ruby on Rails
  • Oracle Java
  • IpTables
  • Stack smashing protection SSP software
  • Node.js
  • Customer information control system CICS
  • WinMerge
  • Job control language JCL
  • Eclipse IDE
  • Qlik Tech QlikView
  • IBM Power Systems software
  • Automated installation software
  • Access management software
  • Microsoft Active Server Pages ASP
  • Security incident management software
  • SAS
  • Apache Hive
  • Gemini Code Assist
  • Secure shell SSH software
  • ESRI ArcGIS software
  • Cryptographic key management software
  • UNIX
  • Remote authentication dial-in user service RADIUS software
  • Integrated development environment IDE software
  • National Instruments LabVIEW
  • Relational database management software
  • Microsoft Azure software
  • Network intrusion prevention systems NIPS
  • Google Angular
  • Palo Alto Networks Next-Generation Security Platform
  • Apache Subversion SVN
  • Password management software
  • AJAX
  • Puppet
  • Cisco Systems CiscoWorks
  • Ubuntu
  • Drupal
  • Chef
  • Portswigger BurP Suite
  • Micro Focus OpenView
  • Active directory software
  • Norton AntiVirus
  • Apache Ant
  • AccessData FTK
  • Microsoft Visual Studio
  • McAfee
  • Network security auditing software
  • Geographic information system GIS software
  • IBM Cognos Impromptu
  • IBM WebSphere
  • ISS RealSecure
  • Splunk Enterprise
  • SAP software
  • Symantec Endpoint Protection
  • HP WebInspect
  • Atlassian Bamboo
  • Microsoft Excel
  • C++
  • IBM Notes
  • Delphi Technology
  • v0 by Vercel
  • Claude (Anthropic)
  • Common business oriented language COBOL
  • Apache HTTP Server
  • C#
  • Scala
  • Apache Struts
  • Oracle JD Edwards EnterpriseOne
  • Microsoft PowerShell
  • Tenable Nessus
  • Kali Linux
  • Structured query language SQL
  • Microsoft Teams
  • Apache Spark
  • Firewall software
  • Rapid7 Nexpose
  • Operating system software
  • Automated audit trail analysis software
  • Shell script
  • Go
  • eMASS
  • Perl
  • Git
  • Microsoft .NET Framework
  • Keystroke monitoring software
  • Perforce Helix software
  • End-to-end encryption software
  • NoSQL
  • Amazon Elastic Compute Cloud EC2
  • KornShell
  • Apache Groovy
  • Human resource management software HRMS
  • Microsoft PowerPoint
  • Ethereal
  • Unified modeling language UML
  • Microsoft Active Directory
  • Apache Kafka
  • Extensible markup language XML
  • Oracle Fusion Middleware
  • Oracle Business Intelligence Enterprise Edition
  • MicroStrategy
  • Anti-phishing software
  • Apache Cassandra
  • Microsoft Exchange
  • Trend Micro TippingPoint
  • LAMP Stack
  • Nova (Amazon)
  • System and data disaster recovery software
  • JavaScript Object Notation JSON
  • Atlassian JIRA
  • C
  • Ruby
  • Metasploit
  • Elasticsearch
  • NortonLifeLock cybersecurity software
  • IBM QRadar SIEM
  • Oracle JavaServer Pages JSP
  • Amazon Web Services AWS CloudFormation
  • Anti-Trojan software
  • Apache Pig
  • Diameter
  • Ansible software
  • Epic Systems
  • Oracle Fusion Applications
  • Microsoft Windows
  • Network directory services software
  • MongoDB
  • Program checksumming software
  • Microsoft Visual Basic
  • Codeium
  • Microsoft SQL Server Integration Services SSIS
  • Oracle WebLogic Server
  • Swift
  • Hewlett Packard HP-UX
  • Microsoft Windows Server
  • Qwen (Alibaba)
  • Oracle Solaris
  • Blackboard software
  • Domain name system DNS
  • Tabnine
  • Berkeley Internet Domain Name BIND
  • Anti-spyware software
  • Oracle Hyperion
  • Advanced business application programming ABAP
  • Snort
  • MITRE ATT&CK software
  • 3M Post-it App
  • Root kit detection software
  • Amazon Simple Storage Service S3
  • Atlassian Confluence
  • Google Sites
  • Voice over internet protocol VoIP system software
  • Microsoft Dynamics
  • Guidance Software EnCase Forensic
  • Grok (xAI)
  • ChatGPT (OpenAI)
  • Integrity verification software
  • Adobe ActionScript
  • Automated media tracking software
  • Qualys Cloud Platform
  • Link encryption software
  • Penetration testing software
  • Lovable.dev
  • Objective C
  • Check Point Next Generation Secure Web Gateway
  • Apache Maven
  • Oracle PeopleSoft
  • Tableau
  • Virus scanning software
  • Network and system vulnerability assessment software
  • Network, hardware, and software auditing software
  • Password cracker software
  • IBM Tivoli Identity Management TIM
  • Symantec Blue Coat Data Loss Prevention
  • McAfee VirusScan
  • Devin (Cognition AI)
  • Intrusion prevention system IPS
  • Juniper Networks NetScreen-Security Manager
  • Websense Data Loss Prevention
  • Apache Hadoop
  • HP Fortify
  • Perplexity AI
  • GitHub Copilot
  • Microsoft Project
  • Oracle Net Manager
  • Backup and archival software
  • Imperva SecureSphere
  • Bash
  • Ping Identity
  • Apache Tomcat
  • Hypertext markup language HTML
  • Red Hat Enterprise Linux
  • Citrix cloud computing software
  • Computer forensic software
  • Django
  • VMware
  • Salesforce software
  • Amazon Redshift
  • Conformance and validation testing software
  • Bolt.new
  • Spring Framework
  • Amazon Web Services AWS software
  • GitHub
  • Microsoft Hyper-V Server
  • License management software
  • IBM Domino
  • Smart card management software
  • Apache Solr
  • Tcpdump
  • JavaScript
  • Microsoft SQL Server Reporting Services SSRS
  • Supervisory control and data acquisition SCADA software
  • Apple macOS
  • Border Gateway Protocol BGP
  • Mistral AI (chat/models)
  • Microsoft ASP.NET
  • Python
  • Honeypot
  • Linux
  • Docker
  • Teradata Database
  • Nagios
  • Oracle PL/SQL
  • Microsoft Visual Basic Scripting Edition VBScript
  • Protocol analyzers
  • Notebook computers
  • Mainframe computers
  • Desktop computers
  • Local area network LAN analyzers
  • Network analyzers

Alternative Job Titles