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Automation Risk Analysis

Will “Security Data Scientist” be Automated?

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AI Exposure Risk

60%

“Security Data 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%

“Security Data 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

  • Coordinate vulnerability assessments or analysis of information security systems.

  • Develop information security standards and best practices.

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

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

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

  • Identify or implement solutions to information security problems.

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

  • 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.

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

  • Develop response and recovery strategies for security breaches.

  • 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.

  • Identify security system weaknesses, using penetration tests.

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

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

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

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

  • Troubleshoot security and network problems.

Technologies & Software

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

Alternative Job Titles