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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

  • 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.

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles