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Security-focused SWE building AI agent tooling for vulnerability response

Interview prep for Google's Core team Information Security Engineering role in Singapore, building Go back-end systems and Python AI agents that automate vulnerability triage and variant analysis. This blends software engineering fundamentals with applied security and AI-agent tooling, not a pure pentesting/red-team role.

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可能的面试形态

Google SWE loop: recruiter screen, coding phone screen(s), then onsite/virtual onsite rounds covering coding, Googleyness/behavioral, and role-related security/systems design.

这场面试考什么

  • Go back-end system design and implementation
  • Python AI agent design for automating security workflows
  • Vulnerability triage, variant analysis, and remediation processes
  • Data structures and algorithms
  • Reasoning about risk/correctness when AI agents make security-relevant decisions
  • Collaborating with information security engineers and developer teams

常见提问方向

Coding in Go: implement or debug a back-end component

Design an agent-based system to triage incoming vulnerability reports

How would you build tooling to automate variant analysis and reduce manual workload

Data structures and algorithms coding question

How do you validate an AI agent's output before it acts on a security-sensitive decision

Behavioral: collaborating cross-functionally to embed security into development lifecycle

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