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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.

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

  • 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.

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

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles