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Automation Risk Analysis

Will “Information Technology Analyst (IT Analyst)” be Automated?

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AI Exposure Risk

63%

“Information Technology Analyst (IT 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%

“Information Technology Analyst (IT 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.

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles