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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

  • 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.

  • 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.

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles