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Automation Risk Analysis

Will “Application Security Engineer” be Automated?

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AI Exposure Risk

60%

“Application 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%

“Application 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

  • Troubleshoot security and network problems.

  • Coordinate vulnerability assessments or analysis of information security systems.

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

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

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

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

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

  • Identify or implement solutions to information security problems.

  • Develop response and recovery strategies for security breaches.

  • 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.

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

  • 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.

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

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

  • Develop information security standards and best practices.

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

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

  • Recommend information security enhancements to management.

Technologies & Software

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

Alternative Job Titles