Senior Data Scientist, Perception

3 days ago


Ann Arbor, Michigan, United States Woven by Toyota Full time
Job Description

Woven by Toyota is a mobility technology subsidiary of Toyota Motor Corporation. Our mission is to deliver safe, intelligent, human-centered mobility for all.

We are seeking a Senior Data Scientist to join our Perception team. As a key member of our team, you will be responsible for developing and implementing complex data models and algorithms to solve business problems.

You will work closely with our team to enhance and streamline scalable data pipelines and automation systems for machine learning and performance assessment. You will also devise strategies and develop algorithms and pipelines to optimize utilization of large-scale fleet data for next-generation automated driving solutions.

Responsibilities:

  • Lead the development and implementation of complex data models and algorithms to solve business problems.
  • Develop and implement data strategies for collecting, sampling, labeling, and using large-scale datasets to enhance machine learning model performance.
  • Develop metrics and tools for anomaly detection and trend analysis in data from various sources, including real-world vehicle platforms and simulations.
  • Design and improve scalable data pipelines and automation for machine learning and performance evaluation.
  • Prepare and present detailed reports and visualizations to stakeholders, clearly communicating complex results to both technical and non-technical audiences.
  • Stay current with advancements in data science and machine learning technologies, driving the adoption of best practices.
  • Act as an advisor and influence collaborators across multiple teams, fostering a culture of continuous improvement.

Qualifications:

  • MS or PhD in a quantitative field (e.g. Statistics, Mathematics, Physics)
  • 3+ years of experience solving large-scale data science problems
  • Experience with theoretical aspects of data science and machine learning (deep learning, statistical analysis, and mathematical modeling)

What We Offer:

  • Excellent health, wellness, dental and vision coverage
  • A rewarding 401k program
  • Flexible vacation policy
  • Family planning and care benefits

We are an equal opportunity employer and value diversity. Any information we receive from you will be used only in the hiring and onboarding process. Please see our privacy notice for more details.



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