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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

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles