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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

  • 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.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles