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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.

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles