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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

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

  • Identify security system weaknesses, using penetration 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.

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

  • Develop information security standards and best practices.

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

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

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

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

  • Coordinate vulnerability assessments or analysis of information security systems.

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

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

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

  • Troubleshoot security and network problems.

  • Develop response and recovery strategies for security breaches.

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

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

  • Identify or implement solutions to information security problems.

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

Technologies & Software

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

Alternative Job Titles