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Automation Risk Analysis

Will “Cybersecurity Software Engineer” be Automated?

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AI Exposure Risk

60%

“Cybersecurity Software 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%

“Cybersecurity Software 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

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

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

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

  • 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.

  • Identify or implement solutions to information security problems.

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

  • Coordinate vulnerability assessments or analysis of information security systems.

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

  • Develop information security standards and best practices.

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

  • Recommend information security enhancements to management.

  • Identify security system weaknesses, using penetration tests.

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

  • Develop response and recovery strategies for security breaches.

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

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

  • Troubleshoot security and network problems.

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

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

Technologies & Software

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

Alternative Job Titles