Engineering interviews at elite companies like Palantir, Databricks, Snowflake, and Cloudflare test more than your ability to write code. They evaluate whether you can reason about failure modes, quantify bottlenecks, and design systems that hold up at 10x or 100x scale — under the kind of ambiguity that mirrors real production incidents.
Engineering Interview gives you that practice. Our AI coach puts you through realistic engineering scenarios — from diagnosing production latency spikes to architecting distributed data pipelines — and gives you structured feedback on your system decomposition, tradeoff analysis, and technical communication.
How it works
- Practice engineering cases modeled on real interview questions from Palantir, Databricks, Snowflake, and Cloudflare
- Get AI-powered feedback on your system design decompositions, bottleneck identification, and scaling strategies
- Build skills across distributed systems, algorithms, data architecture, and infrastructure design
- Track your progress across 20+ engineering competencies with adaptive difficulty
Why engineering interviews need dedicated prep
Engineering interviews at top companies go far beyond LeetCode. System design rounds test whether you can decompose a complex distributed system, identify the binding constraint, and propose a quantified remediation plan — all in real time. Generic coding prep doesn't build the structured decomposition habits that Palantir and Databricks interviewers evaluate.
Our AI doesn't accept vague answers. It pushes you to specify throughput numbers, latency budgets, and failure thresholds at every layer of your design — exactly the quantified precision that engineering interviewers at companies like Snowflake and Cloudflare expect from engineers who will own production systems.
Built for aspiring software and hardware engineers
Whether you're targeting software engineering, platform engineering, infrastructure, data engineering, or embedded systems roles, Engineering Interview helps you develop the first-principles reasoning and systems fluency that elite engineering employers demand from day one.