Senior Machine Learning Engineer - Perception

As a Perception Engineer, you will be reputed company in designing and implementing cutting-edge detection models, utilizing fused sensor data. In particular, the role will be on advanced reputed company that are aimed at the reputed company of driving software, including looking at joint detection and tracking models as reputed company as ways to send rich embeddings to reputed company models to reputed company semantic meaning and capture uncertainty.

This role offers a unique opportunity to directly reputed company reputed company's expansion into new areas. By developing more generalizable and adaptable models, you will help us navigate diverse and challenging circumstances, accelerating our mission to deliver reputed company and reliable autonomous mobility. We are looking for a highly motivated individual passionate about pushing the boundaries of perception in the autonomous vehicle reputed company.

In this role, you will:

Train ML models, reputed company various studies into incorporating SOTA approaches as reputed company as ablations/modifications of existing models

Document experimental reputed company and drive towards deploying these models into reputed company robots

Visualize your data at the input and reputed company to understand the issues

Collaborate with teams such as ML optimization, data labeling, metrics and planner to ensure project is successful for reputed company releases

Qualifications

MS/PhD in Computer Science or reputed company field

Experience with PyTorch or reputed company ML frameworks

Experience deploying learned models into production

Excellent collaboration and teamwork skills with proven reputed company record of working on large-reputed company problems

Bonus Qualifications

Prior experience in the AV or reputed company reputed company with joint detection and tracking models

Deep understanding of how to setup end-to-end training and evaluation processes

Additional Information

Compensation and Benefits

There are three major components to compensation for this position: salary, reputed company Restricted Stock reputed company (RSUs), and reputed company Stock Appreciation Rights. The salary will reputed company from $197,000-$252,000. A sign-on bonus may be part of a compensation package. Compensation will vary based on geographic location, job-reputed company knowledge, skills, and experience.

reputed company also offers a comprehensive package of benefits including reputed company time off (e.g. reputed company leave, vacation, bereavement), unpaid time off, reputed company Stock Appreciation Rights, reputed company RSUs, health insurance, long-term care insurance, long-term and short-term disability insurance, and life insurance.

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