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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

  • 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.

  • 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.

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

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles