Tesla
Automotive and energy company pushing boundaries in autonomous driving and AI.
4 Rounds
~18 Days
Hard
The Interview Loop
Recruiter Screen (30 min)
Standard fit check, behavioral questions, and resume overview.
Technical Loop (3-4 Rounds)
Deep dive into domain knowledge, coding, and system design.
Interview Question Bank
Machine Learning Engineer
•
Coding
•
medium
Implement Non-Maximum Suppression (NMS) from scratch. Optimize it for execution on a GPU or a highly constrained edge device.
#Computer Vision
#Python
#C++
#Optimization
Machine Learning Engineer
•
Coding
•
hard
Write a function to compute the Intersection over Union (IoU) of two rotated 3D bounding boxes.
#3D Geometry
#Linear Algebra
#Spatial Math
Machine Learning Engineer
•
Coding
•
medium
Given a stream of 2D points representing object detections over time, write an algorithm to cluster them into distinct moving objects and assign consistent IDs.
#Clustering
#Object Tracking
#Streaming Data
Machine Learning Engineer
•
Coding
•
easy
Given two arrays of timestamps—one for camera frames and one for IMU readings—write an algorithm to find the closest matching IMU reading for each camera frame.
#Binary Search
#Time Series
#Arrays
#Sensor Synchronization
Difficulty Radar
Based on recent AI-sourced data.
Meet Your Interviewers
The "Standard" Interviewer
Senior EngineerFocuses on core competencies, system constraints, and clear communication.
SimulateUnwritten Rules
Think Out Loud
Always explain your thought process before writing code or drawing architecture.