[英伟达 NVIDIA] [上海] [高级软件系统开发工程师-云基础设施-自动驾驶业务]

简历投递邮箱： [email protected] 邮件标题请备注 V2EX+云基础设施

[ What you will be doing:]

1 、In this role you will focus on building a platform that creates a workflow, where an Autonomous vehicle algorithm developer will be able to iterate over their algorithms and test changes to their algorithm with 1000`s of real world test cases, and scenarios.

2 、You will be solving a lot of system design problems like :

3 、How to effectively narrow down the quest for right test scenarios in a vast collection of data recordings.

4 、Manage optimized, search, query, tagging and delivery of small data segments.

5 、Making sure the data is repeatable has all the right parameters to be able to replay.

6 、Building scalable pipelines with ability to replenish test segments at a fast cadence.

7 、System integration to allow execution of Autonomous Driving modules as well as end to end software.

8 、Ability to post process the logs from execution and compute metrics for analysis.

9 、Compare metrics across different versions of Autonomous Driving software.

10 、Identify scope for improvements and continuously optimize and push the boundary across the board

[ What we need to see:]

1 、BS (or equivalent experience) in CS or EE with 10+ / MS with 8+ years of experience, familiar with python, C++ and distributed systems.

2 、Familiarity with Cloud based infrastructure Ability to use Cloud Api's at scale.

3 、Experience in building data pipelines for AI/ML software development.

4 、Replay/ simulation test framework for Autonomous vehicles and robots is a plus

[ Ways To Stand Out From The Crowd ]

1 、Exposure to distributed systems for large scale testing on 100s to 1000s of machines

2 、Exposure to building tools in large scale data and log processing

3 、Excellent communication and Interpersonal skills.

4 、Experience building large-scale tes infrastructure in the AV domain is a plus