ML Platform Development Expert

3 weeks ago


Palo Alto, California, United States Woven by Toyota Full time
About Our Team

We work in the ML training and deployment ecosystem, embedded within the Automated Driving & ADAS team. As a key member of our team, you will be responsible for developing and integrating cutting-edge machine learning (ML) methods for efficient large-scale training of ML models.

Responsibilities
  • Develop and integrate SOTA methods for efficient, large-scale training of ML models and support multi-platform deployment including automotive-grade edge compute devices
  • Architect and develop tools for ML model evaluation and end-to-end validation to help ML engineers assess the impact of their changes on downstream customers and modules
Qualifications
  • Experience in building large-scale data-intensive distributed model training and evaluation ecosystems and pipelines
  • Experience in the full ML Ops cycle covering data cleansing, data sampling, data curation, training, testing, and deployment in the cloud and on edge compute platforms

The estimated salary for this position ranges from $161,000 to $264,500 per year, depending on your skills, experience, qualifications, location, and level.



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