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Automation Risk Analysis

Will “Security Operations Analyst” be Automated?

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AI Exposure Risk

63%

“Security Operations 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%

“Security Operations 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

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles