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Automation Risk Analysis

Will “Cloud Security Architect” be Automated?

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AI Exposure Risk

60%

“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 60% 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 Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Develop and oversee the implementation of information security procedures and policies. Build, maintain and upgrade security technology, such as firewalls, for the safe use of computer networks and the transmission and retrieval of information. Design and implement appropriate security controls to identify vulnerabilities and protect digital files and electronic infrastructures. Monitor and respond to computer security breaches, viruses, and intrusions, and perform forensic investigation. May oversee the assessment of information security systems.

Job Title & Hierarchy Code (SOC) Information Security Engineers #15-1299.05
ℹ️

Data is based on the reference occupation: “Information Security Engineers”

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Core Skills & Abilities

  • Identify security system weaknesses, using penetration tests.

  • Train staff on, and oversee the use of, information security standards, policies, and best practices.

  • Recommend information security enhancements to management.

  • Coordinate vulnerability assessments or analysis of information security systems.

  • Scan networks, using vulnerability assessment tools to identify vulnerabilities.

  • Conduct investigations of information security breaches to identify vulnerabilities and evaluate the damage.

  • Develop or implement software tools to assist in the detection, prevention, and analysis of security threats.

  • Identify or implement solutions to information security problems.

  • Assess the quality of security controls, using performance indicators.

  • Troubleshoot security and network problems.

  • Coordinate documentation of computer security or emergency measure policies, procedures, or tests.

  • Oversee performance of risk assessment or execution of system tests to ensure the functioning of data processing activities or security measures.

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

  • Write reports regarding investigations of information security breaches or network evaluations.

  • Review security assessments for computing environments or check for compliance with cybersecurity standards and regulations.

  • Develop or install software, such as firewalls and data encryption programs, to protect sensitive information.

  • Develop response and recovery strategies for security breaches.

  • Provide technical support to computer users for installation and use of security products.

  • Coordinate monitoring of networks or systems for security breaches or intrusions.

  • Develop information security standards and best practices.

Technologies & Software

  • R
  • RESTful API
  • Microsoft Azure Sentinel
  • Llama (Meta)
  • Active directory software
  • JavaScript Object Notation JSON
  • Amazon Web Services AWS CloudFormation
  • Ansible software
  • Web application software
  • Tanium software
  • Cursor AI
  • React
  • IBM Terraform
  • ChatGPT (OpenAI)
  • Microsoft PowerPoint
  • Oracle Java
  • Gemini (Google)
  • Microsoft Office software
  • Microsoft Security Esssentials
  • Amazon CodeWhisperer
  • Go
  • Apple iOS
  • Mistral AI (chat/models)
  • Oracle Unified Directory
  • Microsoft Azure software
  • NoSQL
  • Ruby
  • Mistral (Mistral AI)
  • Kimi (Moonshot AI)
  • IBM DB2
  • Firewall software
  • Microsoft SQL Server
  • Devin (Cognition AI)
  • McAfee Enterprise Security Manager
  • Management information systems MIS
  • Lovable.dev
  • Geographic information system GIS systems
  • Codeium
  • Ubuntu
  • ServiceNow
  • Git
  • Software libraries
  • C++
  • Microsoft Teams
  • ArcSight Enterprise Threat and Risk Management
  • Shell script
  • Wireshark
  • IBM Resource Access Control Facility RACF
  • IBM Tivoli software
  • Bolt.new
  • Microsoft SQL Server Integration Services SSIS
  • Jenkins CI
  • Microsoft PowerShell
  • Atlassian JIRA
  • Enterprise application integration EAI software
  • C#
  • Puppet
  • Reporting software
  • Qwen (Alibaba)
  • C
  • Structured query language SQL
  • Microsoft SQL Server Reporting Services SSRS
  • GitHub
  • Amazon Web Services AWS software
  • Microsoft Access
  • Apple macOS
  • Collaborative editing software
  • Kubernetes
  • JavaScript
  • Red Hat Enterprise Linux
  • Border Gateway Protocol BGP
  • Python
  • Tcpdump
  • Microsoft Outlook
  • Perl
  • Snort
  • Microsoft Visio
  • MongoDB
  • Network directory services software
  • DeepSeek
  • Microsoft Windows Server
  • Gemini Code Assist
  • Linux
  • Perplexity AI
  • UNIX
  • Operating system software
  • UNIX Shell
  • Microsoft Windows
  • Security assertion markup language SAML
  • Tabnine
  • Single sign-on SSO
  • Microsoft Active Directory
  • Tenable Nessus
  • IBM QRadar SIEM
  • Atlassian Confluence
  • Nova (Amazon)
  • Microsoft Defender Antivirus
  • Grok (xAI)
  • PHP
  • Claude (Anthropic)
  • Google Cloud software
  • GitHub Copilot
  • Platform as a service PaaS
  • Splunk Enterprise
  • Docker
  • Chef
  • IBM Middleware
  • Intrusion detection system IDS
  • Microsoft Excel
  • v0 by Vercel
  • Google Antigravity
  • Bash
  • Elasticsearch
  • Microsoft SharePoint

Alternative Job Titles