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Automation Risk Analysis

Will “Technology Analyst” be Automated?

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AI Exposure Risk

63%

“Technology 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%

“Technology 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

  • 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.

  • 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.

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles