Algorithms, C Programming, C++, CUDA/GPU programming, Machine learning techniques, Python Programming
On the perception optimization team, you will build optimized inference pipelines for on-bot algorithms. A major focus of optimization is ML models, with techniques such as quantization, pruning, and advanced transformer optimizations such as token pruning, merging and layer pruning being used to deploy large models into the bot to operate at real time. In this role, you will experiment with optimizing SOTA large ML models to make them fit into on-bot compute, including both post-training optimization (e.g. quantization) as well as architectural approaches (e.g. token merging).
Requirements:
Qualifications (It’s helpful if you meet a majority of the following qualifications, but it isn’t a requirement):
Bonus Qualifications:
Compensation:
The monthly salary range for this position is $5,500 to $9,500. Compensation will vary based on geographic location and level of education. Additional benefits may include medical insurance, and a housing stipend (relocation assistance will be offered based on eligibility).
About Zoox
Zoox is developing the first ground-up, fully autonomous vehicle fleet and the supporting ecosystem required to bring this technology to market. Sitting at the intersection of robotics, machine learning, and design, Zoox aims to provide the next generation of mobility-as-a-service in urban environments. We’re looking for top talent that shares our passion and wants to be part of a fast-moving and highly execution-oriented team.
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Accommodations
If you need an accommodation to participate in the application or interview process please reach out to accommodations@zoox.com or your assigned recruiter.
A Final Note:
You do not need to match every listed expectation to apply for this position. Here at Zoox, we know that diverse perspectives foster the innovation we need to be successful, and we are committed to building a team that encompasses a variety of backgrounds, experiences, and skills.
Zoox is an American autonomous vehicle company currently headquartered in Foster City, California, United States with multiple offices of operations throughout the San Francisco Bay Area. The company was founded in 2014, and then acquired by Amazon in 2020. Zoox is creating an entirely new autonomous vehicle targeted at the robo-taxi market.