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Automation Risk Analysis

Will “Security Operations Center Analyst (SOC Analyst)” be Automated?

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AI Exposure Risk

63%

“Security Operations Center Analyst (SOC 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 Center Analyst (SOC 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

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

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

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

  • 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.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles