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Automation Risk Analysis

Will “Information Security Loss Prevention Engineer” be Automated?

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AI Exposure Risk

60%

“Information Security Loss Prevention 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%

“Information Security Loss Prevention 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

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

  • Recommend information security enhancements to management.

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

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

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

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

  • Coordinate vulnerability assessments or analysis of information security systems.

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

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

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

  • Develop information security standards and best practices.

  • Identify security system weaknesses, using penetration tests.

  • Develop response and recovery strategies for security breaches.

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

  • Troubleshoot security and network problems.

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

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

  • Identify or implement solutions to information security 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

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

Alternative Job Titles