# Machine Learning Engineer Interview Prep

Land your dream machine learning role at Meta, Google, Amazon, Apple, Microsoft, Nvidia, and other top companies. Learn from mock interviews, frameworks, and advice from senior candidates. Explore ML system design, core concepts, coding, behavioral interviews, and more.

## Features

- Top ML Engineer interview questions and answers
- Interactive coding exercises and AI feedback
- Full-length mock interviews & walkthroughs

**Course Rating:** 4.8/5  
**Students Enrolled:** 9,400+  
**Updated:** Aug 2026

## Course Image

## Instructors

- **Angelica C.** - ML Engineer, Google

- **Stefan K.** - Research Engineer, Helm.ai

- **Siddharth Gadepalli** - ML Engineer, FanDuel

- **Raj Singh** - ML Engineer, Snap

- **Robert Cosgriff** - Senior Software Engineer, Waymo

- **Ajith Govindasamy** - ML Engineer, Blue Cross Blue Shield, Ventech

- **Nathan Ng** - ML Engineer, Citadel, Meta

- **Karthik Mohan** - ML Scientist, Amazon AI

## Featured Videos

Start with a free lesson, then unlock all 77 video lessons.

1. **Introduction to the ML System Design Interview**

2. **Discuss Batch, Mini-Batch, Stochastic Gradient Descent**

3. **Predict Harmful Text**

## What People Like About This Course

- **Leandro L.**, Machine Learning Engineer, Meta
  > "The advantage of Exponent is that we can join a community and eventually find other people to practice interviews."

- **Lucas G.**, Data Scientist, Meta
  > "Best technical interview content available! Exponent provides exceptional technical expertise, and their mock interviews are invaluable."

- **Marc G.**, ML Engineer
  > "The data structures concepts are very helpful."

## Course Content Overview

### ML Engineer Introduction

- 2 lessons
- 1 video
- Overview of how to tackle the machine learning engineer interview loop, with lessons on the interview structure and tips to prepare.

### ML System Design Questions

- 2 modules
- 19 lessons
- 12 videos

### Mock Interviews & Practice Questions

- 12 lessons
- 10 videos

### ML Concepts Questions

- 3 modules
- 25 lessons
- 9 videos

### ML Coding Questions

- 2 modules
- 10 lessons
- 8 videos

### Software Engineering Coding Questions

- 15 modules
- 118 lessons
- 28 videos

### Behavioral Interviews: A Practical Guide for Engineers

- 5 modules
- 28 lessons
- 19 videos

### Practice
- **[Practice Behavioral Interviews](/content/courses/ml-engineer/eng-behavioral/practice-behavioral/index.html)**

### Get This Course, Plus Everything Aced Has to Offer

- **[Upgrade now →](/content/upgrade?course=ml-engineer&src=course/index.html)**

## Related Courses

### [Software Engineering Interview Prep](/content/courses/software-engineering/index.html)

### [System Design Interviews](/content/courses/system-design-interviews/index.html)

### [Engineering Management Interview Prep](/content/courses/engineering-management?src=footer/index.html)