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Automation Risk Analysis

Will “Systems Security Analyst” be Automated?

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AI Exposure Risk

63%

“Systems Security Analyst” 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%

“Systems Security Analyst” 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

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

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

  • 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.

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles