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Automation Risk Analysis

Will “IS Security Scientist (Information Systems Security Scientist)” be Automated?

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AI Exposure Risk

60%

“IS Security Scientist (Information Systems Security Scientist)” 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%

“IS Security Scientist (Information Systems Security Scientist)” 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

  • Identify or implement solutions to information security problems.

  • Identify security system weaknesses, using penetration tests.

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

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

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

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

  • Recommend information security enhancements to management.

  • Develop response and recovery strategies for security breaches.

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

  • Develop information security standards and best practices.

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

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

  • Coordinate vulnerability assessments or analysis of information security systems.

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

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

  • Troubleshoot security and network problems.

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

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

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

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

Technologies & Software

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

Alternative Job Titles