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Automation Risk Analysis

Will “Security Analyst” be Automated?

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AI Exposure Risk

63%

“Security 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 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

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

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

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

  • 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.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles