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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

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles