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Automation Risk Analysis

Will “Cybersecurity Engineer” be Automated?

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AI Exposure Risk

63%

“Cybersecurity Engineer” 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%

“Cybersecurity Engineer” 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.

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

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

  • 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.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles