Tech IndustryDec 15, 2018

Uber ATG Perception Onsite

Have my interview soon. Recruiter said that the last interview would be perception deep dive. What does that mean? What algorithms could they ask? YOE 0 TC 160K (Competing offer from FANG)

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MSFT_fte Dec 15, 2018

Deep learning perception, meaning mostly computer vision. Make sure you know latest research and techniques. Yolo, recurrent Yolo, regional cnn methods (r-cnn, faster rcnn and newest ones). Also catch up on latest research for object detection and tracking on videos. Know pros and cons of techniques.

Amazon g- OP Dec 15, 2018

Just PM’d

Amazon owoWatsDis Dec 16, 2018

Not sure but fyi they won't negotiate at ATG for New grad. Source: I am going to ATG as a new grad and had higher faang offers, but chose ATG anyways. I know others that also failed to negotiate here. I can't answer your question unfortunately but just wanted to offer a heads up.

General Motors lanmoiling Dec 16, 2018

Why? They just say they don’t negotiate? What if you had competing offers from AV companies like Waymo, Zoox? (Rather than FANG Caz technically not even the same field

Amazon O hi Dec 17, 2018

Not for new grad due to some "pay equity policy" bs

General Motors lanmoiling Dec 16, 2018

Given that Uber also uses lidar on their AV’s, I’d say point cloud stuffs are reasonable too

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MSFT_fte Dec 16, 2018

Good point. 3D geometry stuff.

General Motors athenamoi Dec 16, 2018

Yep