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Automation Risk Analysis

Will “Cloud Security Engineer” be Automated?

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AI Exposure Risk

63%

“Cloud Security Engineer” 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 Engineer” 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

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

  • 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.

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles