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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

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

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

  • 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.

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles