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Automation Risk Analysis

Will “Data Security Analyst” be Automated?

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AI Exposure Risk

63%

“Data 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%

“Data 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

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

  • Encrypt data transmissions and erect firewalls to conceal confidential information as it is being transmitted and to keep out tainted digital transfers.

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

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles