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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

  • 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.

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

  • 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.

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles