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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

  • 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.

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles