Jobless Developer
Zoox logo
Zoox

Posted 12 months ago

Open

Senior Machine Learning Engineer - Perception

Foster City, CAOn-siteFull-time

AI Summary

Senior ML Engineer focused on perception for autonomous driving, designing and deploying joint detection/tracking models using fused sensor data.

About this role

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 optimization, data labeling, metrics and planner to ensure project is successful for Zoox releases

    • Qualifications

  • MS/PhD in Computer Science or related field
  • Experience with PyTorch or related ML frameworks
  • Experience deploying learned models into production
  • Excellent collaboration and teamwork skills with proven track record of working on large-scale problems

    • Bonus Qualifications

  • Prior experience in the AV or related space with joint detection and tracking models
  • Deep understanding of how to setup end-to-end training and evaluation processes

    • Skills

    Ablation StudiesCollaborative FilteringData VisualizationDetection ModelsEnd-to-end TrainingExperiment TrackingML FrameworksModel DeploymentModel EvaluationOptimizationProduction ML DeploymentPythonPyTorchSensor FusionTracking Models

    Explore related jobs

    More jobs at Zoox

    Similar Ablation Studies jobs

    Browse these categories

    Remote JobsData Visualization JobsModel Deployment JobsModel Evaluation JobsPython Jobs