#autonomous vehicles

8 autonomous vehicles interview questions, asked at Waymo, Applied Intuition, Nuro and 1 more company. Last asked Sep 2026.

Design an autonomous-vehicle camera and perception pipelineSystem designDesign the path from a self-driving car's cameras to its perception outputs: capture, synchronization and timestamps across cameras, image processing, model inference on the…
Last asked Sep 2026
Design simulation infrastructure to evaluate a self-driving model on limited computeSystem designStart from an open question: how would you evaluate a self-driving model? Then design the infrastructure: running thousands of simulations when there is not enough compute…
Last asked Sep 2026
Design a real-time 3D playback system for recorded vehicle logsSystem designDesign a system that replays a recorded vehicle drive as an interactive 3D scene. A drive is a set of timestamped logs (sensor data, vehicle pose and similar) kept in object…
Last asked Sep 2026
Design an autonomous-vehicle simulatorSystem designDesign a simulation system for testing self-driving software: how scenarios are defined, how the vehicle software runs against simulated sensors and other actors, how many…
Last asked Aug 2026
Design reliable command delivery between autonomous vehicles and the cloudSystem designDesign how commands are sent between the cloud and a fleet of autonomous vehicles (and acknowledgements back), so a command is delivered and acted on exactly as intended even with…
Last asked Aug 2026
Design a fleet system that collects mapping dataSystem designDesign the system behind a fleet of sensor-equipped vehicles whose job is to collect data for building and refreshing maps. Cover how mapping needs (new areas, stale areas) become…
Last asked Jun 2026
Design a drop-off spot selector for a robotaxiML designDesign an ML system that picks where an autonomous ride-hail vehicle should drop off its passenger near the destination. Cover the candidate spots, the signals and labels you…
Last asked Mar 2026
Design a simulator that replays recorded left-turn scenariosSystem designDesign a simulator that takes recorded videos of real left turns and replays them as scenarios, so an autonomous-driving stack can be tested against what actually happened on the…
Last asked Feb 2026