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Automation Risk Analysis

Will “Red Team Member” be Automated?

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AI Exposure Risk

63%

“Red Team Member” 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%

“Red Team Member” 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.

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

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

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

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

  • 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.

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

  • 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

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

Alternative Job Titles