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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

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

  • 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.

  • 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.

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles