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Automation Risk Analysis

Will “Product Security Engineer” be Automated?

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AI Exposure Risk

60%

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

Automation & Robot Risk

32%

“Product 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 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 monitoring of networks or systems for security breaches or intrusions.

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

  • Troubleshoot security and network problems.

  • Identify security system weaknesses, using penetration tests.

  • 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.

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

  • Identify or implement solutions to information security problems.

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

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

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

  • Develop information security standards and best practices.

  • Recommend information security enhancements to management.

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

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

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

  • Coordinate vulnerability assessments or analysis of information security systems.

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

  • Develop response and recovery strategies for security breaches.

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

Technologies & Software

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

Alternative Job Titles