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Automation Risk Analysis

Will “Cloud Engineer” be Automated?

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AI Exposure Risk

60%

“Cloud 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Cloud 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 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

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

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

  • Troubleshoot security and network problems.

  • Coordinate vulnerability assessments or analysis of information security systems.

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

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

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

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

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

  • Develop response and recovery strategies for security breaches.

  • Recommend information security enhancements to management.

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

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

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

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

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

  • Identify or implement solutions to information security problems.

  • Develop information security standards and best practices.

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

  • Identify security system weaknesses, using penetration tests.

Technologies & Software

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

Alternative Job Titles