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

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

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

  • 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.

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles