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Automation Risk Analysis

Will “Security Analyst” be Automated?

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AI Exposure Risk

60%

“Security Analyst” 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%

“Security Analyst” 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

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

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

  • Develop information security standards and best practices.

  • Troubleshoot security and network problems.

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

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

  • Identify security system weaknesses, using penetration tests.

  • 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.

  • Develop response and recovery strategies for security breaches.

  • 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.

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

  • 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.

  • Recommend information security enhancements to management.

  • 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.

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

  • Coordinate vulnerability assessments or analysis of information security systems.

Technologies & Software

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

Alternative Job Titles