Woven by Toyota
Senior Data Scientist, Perception
Woven by Toyota, Ann Arbor, Michigan, us, 48113
Woven by Toyota is the mobility technology subsidiary of Toyota Motor Corporation. Our mission is to deliver safe, intelligent, human-centered mobility for all. Through our Arene mobility software platform, safety-first automated driving technology and Toyota Woven City - our test course for advanced mobility - we're bringing greater freedom, safety and happiness to people and society.
Our unique global culture weaves modern Silicon Valley innovation and time-tested Japanese quality craftsmanship. We leverage these complementary strengths to amplify the capabilities of drivers, foster happiness, and elevate well-being.
WHO ARE WE LOOKING FOR?
The Perception team is looking for a Senior Data Scientist to spearhead the creation and deployment of sophisticated data models and algorithms to address business challenges for the Perception team and beyond. You will 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.In this role, you will report to the head of the Perception Autolabeling team.
Responsibilities:
Lead the development and implementation of complex data models and algorithms to solve business problems for the Perception team and beyond. 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) Experience in building machine learning algorithms and infrastructure, such as: data pre- and post-processing, sampling and curation, ablation studies, evaluation Experience with Python and SQL data analysis libraries and packages
For California: The base pay for this position ranges from $140,000- $230,000 a year
Your base salary is one part of your total compensation. We offer a base salary, short term and long term incentives, and a comprehensive benefits package. The total compensation offered to an employee will be dependent upon the individual's skills, experience, qualifications, location, and level.
WHAT WE OFFER
We are committed to creating a modern work environment that supports our employees and their loved ones. We offer many options of the best programs to allow you to do your most meaningful work and to help you shape the future of mobility.
• Excellent health, wellness, dental and vision coverage
• A rewarding 401k program
• Flexible vacation policy
• Family planning and care benefits
Our Commitment
• 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.
Our unique global culture weaves modern Silicon Valley innovation and time-tested Japanese quality craftsmanship. We leverage these complementary strengths to amplify the capabilities of drivers, foster happiness, and elevate well-being.
WHO ARE WE LOOKING FOR?
The Perception team is looking for a Senior Data Scientist to spearhead the creation and deployment of sophisticated data models and algorithms to address business challenges for the Perception team and beyond. You will 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.In this role, you will report to the head of the Perception Autolabeling team.
Responsibilities:
Lead the development and implementation of complex data models and algorithms to solve business problems for the Perception team and beyond. 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) Experience in building machine learning algorithms and infrastructure, such as: data pre- and post-processing, sampling and curation, ablation studies, evaluation Experience with Python and SQL data analysis libraries and packages
For California: The base pay for this position ranges from $140,000- $230,000 a year
Your base salary is one part of your total compensation. We offer a base salary, short term and long term incentives, and a comprehensive benefits package. The total compensation offered to an employee will be dependent upon the individual's skills, experience, qualifications, location, and level.
WHAT WE OFFER
We are committed to creating a modern work environment that supports our employees and their loved ones. We offer many options of the best programs to allow you to do your most meaningful work and to help you shape the future of mobility.
• Excellent health, wellness, dental and vision coverage
• A rewarding 401k program
• Flexible vacation policy
• Family planning and care benefits
Our Commitment
• 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.