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Automation Risk Analysis

Will “Cloud Security Architect” be Automated?

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AI Exposure Risk

63%

“Cloud Security Architect” 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%

“Cloud Security Architect” 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.

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

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

  • 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.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles