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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

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

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

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

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

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

  • 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.

  • 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.

  • Train users and promote security awareness to ensure system security and to improve server and network efficiency.

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

Technologies & Software

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

Alternative Job Titles