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Automation Risk Analysis

Will “Security Specialist” be Automated?

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AI Exposure Risk

63%

“Security Specialist” 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%

“Security Specialist” 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.

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

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

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

  • 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.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles