AI/ML interviews are hard.
We make them easy.
The only big tech interview preparation platform for AI and ML jobs*
By Senior Engineers/Applied Scientists from:
Overwhelmed by the vast landscape of technical concepts needed for AI/ML roles?
mlprep provides the fundamental + advanced topics needed to land top tier, well-compensated AI/ML roles.
Everything You Need To Prepare For Modern AI Interviews
- ML System Design: Design modern AI/ML systems, like RAG, ChatGPT, ML CI/CD, etc.
- ML Concepts: Recent topics including LLM advancements (kv-cache, MoE), distributed training (5D parallelism), and foundational AI/ML concepts.
- Data Structures & Algorithms: Common "leetcode"-style coding questions.
- Common ML screening questions: Implement cross-entropy, cosine similarity, etc.
- Coming Soon: New content constantly added!
Try For Yourself
Questions for every step of ML interviews. 100+ questions completely free.
Whether you're a PhD breaking into industry, an engineer switching to AI/ML-focused roles, or an experienced practitioner, the technical interview process for AI/ML roles is a grind.
We know from giving and partaking in these interviews that preparation is scattered and overwhelming—that's why we built mlprep, a one-stop platform that covers everything you need. From coding screens, system design, to modern concepts, we've organized the chaos into a single location, so you can prepare effectively.
Master ML Interview Skills
200+ critical questions covering data manipulation, algorithms, model evaluation, system design, and large-scale ML architecture.
Expert Solutions & Guides
Every question includes thorough, well-explained solutions crafted by experienced data scientists and ML engineers.
Production ML Systems
Learn to design scalable ML pipelines, handle model deployment, monitoring, and maintenance in real-world environments.
Battle-Tested Strategies
Proven interview techniques and insights from professionals who've successfully navigated FAANG and top-tier tech interviews.
Built To Be As Easy As Possible
Zero Setup Required
Concepts + code directly in the browser.
Familiar Environment
VSCode in your webpage. Shortcuts included.
Responsive
Fully resizable workspace & editors.
Instantly Run Code
One-click testing + progress tracking.
Your dream AI/ML role is within reach—start preparing today
Join many engineers/scientists who've successfully landed high-impact AI/ML positions. The next breakthrough in your career starts with the right preparation.