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Automation Risk Analysis

Will “Cybersecurity Target Developer” be Automated?

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AI Exposure Risk

63%

“Cybersecurity Target Developer” 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 Target Developer” 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

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

  • 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.

  • 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.

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles