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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

  • 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 response and recovery strategies for security breaches.

  • Coordinate vulnerability assessments or analysis of information security systems.

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

  • Develop information security standards and best practices.

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

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

  • Troubleshoot security and network problems.

  • Identify or implement solutions to information security problems.

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

  • Identify security system weaknesses, using penetration tests.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles