Senior / Staff Machine Learning Engineer - Perception Mapping

Zoox

🇺🇸 United States

Hybrid

Staff / Principal

9 months ago

$254,000 – $350,000 / year

Computer Vision
Python
PyTorch
NumPy
C++
CUDA

Health insurance
Equity

9 months ago

Auto apply with Likeremote

Not scoredNo CV on file. Upload one and this job gets a score out of 100.Upload CV

The Perception team at Zoox is fundamental to our autonomous vehicle technology, creating the understanding of the world for our self-driving robots. We enable safe and efficient navigation in complex environments through sophisticated detection, classification, and tracking systems. As a software engineer on the perception mapping team, you will be a key contributor to Zoox’s online mapping initiative. You will design, train, validate, and integrate into the stack ML models that detect semantic map elements in the world. Your work will touch on all aspects of ML development, including data gathering, labeling, training, validation, and onboard integration. Your work will enable important milestones to scaling and autonomy capabilities and will be critical to the success of Zoox.

In this role, you will:

Curate, validate, and label datasets for model training and validation
Research, implement, and train ML models to perform semantic map element detection
Closely collaborate with validation teams to formulate and execute model validation pipelines
Integrate models into the greater onboard autonomy system within compute budgets
Be a technical leader on the team, maintaining coding and ML development best practices and contributing to architectural decisions

Qualifications:

MS or PhD or equivalent experience (5+ years) in Computer Science or related field
Experience in computer vision or robotics
Experience with training and deploying deep learning models
Experience with with Python libraries (pytorch, numpy)

Bonus Qualifications:

Experience with C++
Experience with CUDA and/or GPU programming
Experience with mapping related ML techniques

Base Salary Range There are three major components to compensation for this position: salary, Amazon Restricted Stock Units (RSUs), and Zoox Stock Appreciation Rights. A sign-on bonus may be offered as part of the compensation package. The listed range applies only to the base salary. Compensation will vary based on geographic location and level. Leveling, as well as positioning within a level, is determined by a range of factors, including, but not limited to, a candidate's relevant years of experience, domain knowledge, and interview performance. The salary range listed in this posting is representative of the range of levels Zoox is considering for this position. Zoox also offers a comprehensive package of benefits, including paid time off (e.g. sick leave, vacation, bereavement), unpaid time off, Zoox Stock Appreciation Rights, Amazon RSUs, health insurance, long-term care insurance, long-term and short-term disability insurance, and life insurance.

Senior / Staff Machine Learning Engineer - Perception Mapping · Zoox

Auto apply with Likeremote