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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.

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

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles