Generative AI Engineer at capco · Italy - Milan
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Read from this job's ad: what it asks for, so you can prepare one real example for each.
LLM
A time you used LLM: the problem, what you did yourself, and what happened.
From the ad's requirements
AWS
A time you used AWS: the problem, what you did yourself, and what happened.
From the ad's requirements
Azure
A time you used Azure: the problem, what you did yourself, and what happened.
From the ad's requirements
CI/CD
A time you used CI/CD: the problem, what you did yourself, and what happened.
From the ad's requirements
Professional experience in Software Engineering/Backend Engineering, including experience designing and building enterprise-grade systems.
An example from your own work that shows this.
From the ad's requirements
Strong hands-on software engineering skills and experience writing high-quality production code with Python.
An example from your own work that shows this.
From the ad's requirements
Strong understanding of RAG architectures, retrieval approaches and vector-based search.
An example from your own work that shows this.
From the ad's requirements
Experience with agentic frameworks and integration approaches such as LangChain, LangGraph, MCP or comparable technologies.
An example from your own work that shows this.
From the ad's requirements
Strong software architecture and engineering fundamentals, including APIs, distributed systems, integration patterns and production reliabil
An example from your own work that shows this.
From the ad's requirements
Candidate reports: questions verified applicants typed in their interview reviews on JobRipe, shown as written.
No candidate has shared interview questions for capco on JobRipe yet. Use the job ad and our guide below.
Only figures we have enough data for. Nothing is estimated.
We show an employee rating once capco has at least 5 published verified reviews. Company page
Interview difficulty and process length appear once 5 candidates have reported them.
Our editorial preparation guide: typical questions for the field, not reports from candidates.
Why they ask: Rigour.
How to answer: Metric choice, baselines, offline vs online tests.
Why they ask: Communication.
How to answer: Problem, approach, impact, limits.
Why they ask: LLM is named in the posting.
How to answer: One concrete project, one honest lesson.
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Why they ask: CI/CD is named in the posting.
How to answer: One concrete project, one honest lesson.
Why they ask: Opener to see how you frame your story.
How to answer: Two minutes: current role, one achievement that matches this job, why this company now.
Why they ask: Checks ownership and depth.
How to answer: Use situation, action, result. Quantify the result.
Why they ask: Tests accountability and learning.
How to answer: Pick a real failure, own your part, show the fix and what changed afterwards.
Why they ask: Checks judgement under pressure.
How to answer: Describe a concrete framework and one example of a trade-off you made.
Questions to ask them