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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.

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles