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Automation Risk Analysis

Will “Cyber Defense Forensics Analyst” be Automated?

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AI Exposure Risk

63%

“Cyber Defense Forensics 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%

“Cyber Defense Forensics 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

  • 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.

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

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

  • 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.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles