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Zoox
Zoox
1001 – 5000 Zaposleni
Sponzor vizuma H1BAvtomobilska industrijaPrevozUmetna inteligenca
Zoox razvija tehnologijo avtonomne mobilnosti in namensko zasnovan vozni park za mobilnost kot storitev. Njegovo delo združuje robotiko, umetno inteligenco, inženiring vozil, električna vozila in napredne zaznavalne sisteme, da bi ustvaril prevoz, ki je varnejši, čistejši in prijetnejši. Podjetje se osredotoča na preoblikovanje načina, kako ljudje doživljajo osebno mobilnost, s popolnoma avtonomnimi vozili, zasnovanimi okoli potreb potnikov.
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Delovna mesta v podjetju

Senior Machine Learning Engineer, 3D Sensor Simulation

Develop realistic lidar, radar, and camera simulations for Zoox autonomous vehicles. Build sensor-data models, synthetic datasets, and 3D reconstruction pipelines.

USZdružene države AmerikeCAKalifornijaWAWashington
242.000 $ – 348.000 $ / leto
HibridnoPolni delovni časSeniorZahtevani Jezik: angleščinaInženir strojnega učenja
PythonPyTorchTensorFlow

Opis

  • Train and validate machine learning models to make simulated lidar, radar, and camera data more realistic in autonomous vehicle simulation pipelines.
  • Work with Synthetic Data and HIL Sim teams to integrate 3D Gaussian Splatting and NeRF-based reconstruction across sensor modalities.
  • Create and curate datasets from real and simulated sensor data, using generative AI techniques for augmentation.
  • Work with simulation verification and validation and perception engineers to define sensor realism metrics and address sim-to-real gaps in autonomy.
  • Mentor engineers and interns.
  • Set best practices for training and deploying machine learning on Zoox sensor data.

Zahteve

  • At least 2 years of experience as a technical lead.
  • At least 5 years of experience developing machine learning models in Python with PyTorch or TensorFlow.
  • Industry experience applying machine learning to sensor data, including lidar, radar, and/or cameras.
  • Strong understanding of customizing, tuning, and validating machine learning training pipelines.
  • Experience with generative methods such as diffusion, flow matching, or variational autoencoders.
  • Experience with 3D reconstruction, including 3D Gaussian Splatting, NeRFs, or differentiable rendering.
  • Prior experience developing autonomy for autonomous vehicles or other robotics and computer vision applications.

Ugodnosti

  • Paid sick leave, vacation, and bereavement leave.
  • Unpaid time off.
  • Zoox Stock Appreciation Rights.
  • Amazon Restricted Stock Units (RSUs).
  • Health insurance.
  • Long-term care insurance.
  • Long-term and short-term disability insurance.
  • Life insurance.
  • A sign-on bonus may be offered.

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