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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 vulnerability assessments or analysis of information security systems.

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

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

  • Develop response and recovery strategies for security breaches.

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

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

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

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

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

  • Identify or implement solutions to information security problems.

  • Develop information security standards and best practices.

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

  • Identify security system weaknesses, using penetration tests.

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

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

  • Recommend information security enhancements to management.

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

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

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

  • Troubleshoot security and network problems.

Technologies & Software

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

Alternative Job Titles