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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

  • 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.

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles