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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

  • 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.

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

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

  • 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.

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

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

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

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

  • Monitor use of data files and regulate access to safeguard information in computer files.

Technologies & Software

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

Alternative Job Titles