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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

  • Coordinate vulnerability assessments or analysis of information security systems.

  • Troubleshoot security and network problems.

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

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

  • Identify or implement solutions to information security problems.

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

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

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

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

  • Identify security system weaknesses, using penetration tests.

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

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

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

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

  • Develop response and recovery strategies for security breaches.

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

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

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

  • Develop information security standards and best practices.

  • Recommend information security enhancements to management.

Technologies & Software

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

Alternative Job Titles