Senior Machine Learning Engineer - Perception
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From Zoox’s original posting
As a Perception Engineer, you will be instrumental in designing and implementing cutting-edge detection models, utilizing fused sensor data. In particular, the role will be on advanced projects that are aimed at the next generation of driving software, including looking at joint detection and tracking models as well as ways to send rich embeddings to downstream models to relay semantic meaning and capture uncertainty. This role offers a unique opportunity to directly impact Zoox'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 safe and reliable autonomous mobility. We are looking for a highly motivated individual passionate about pushing the boundaries of perception in the autonomous vehicle space. In this role, you will:: • Train ML models, perform various studies into incorporating SOTA approaches as well as ablations/modifications of existing models • Document experimental outcomes and drive towards deploying these models into Zoox robots • Visualize your data at the input and output to understand the issues • Collaborate with teams such as ML…
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