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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

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

  • Coordinate vulnerability assessments or analysis of information security systems.

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

  • Identify security system weaknesses, using penetration tests.

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

  • Develop response and recovery strategies for security breaches.

  • Identify or implement solutions to information security problems.

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

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

  • Recommend information security enhancements to management.

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

  • Develop information security standards and best practices.

  • Troubleshoot security and network problems.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles