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Full-Time

Senior Data Scientist

Perception

Confirmed live in the last 24 hours

Woven

Woven

1,001-5,000 employees

Develops next-generation cars and mobility technologies

Data & Analytics
Consumer Software
AI & Machine Learning

Compensation Overview

$140k - $230kAnnually

+ Short-term Incentives + Long-term Incentives

Senior

Palo Alto, CA, USA

Hybrid position in Palo Alto, CA.

Category
Data Science
Data & Analytics
Required Skills
Python
Data Science
Data Structures & Algorithms
SQL
Data Analysis
Requirements
  • 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
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.

Woven by Toyota focuses on developing next-generation cars and advancing the Toyota Mobility Concept, integrating technologies such as the ARENE vehicle software OS and AD/ADAS technology for safer driving. The company aims to create a mobility society where everyone can move freely, happily, and safely, utilizing scalable geospatial data for situational understanding.

Company Stage

N/A

Total Funding

$35.6M

Headquarters

Tokyo, Japan

Founded

2023

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Simplify's Take

What believers are saying

  • The development of portable hydrogen cartridges could revolutionize energy storage and transportation, offering significant growth potential.
  • Collaboration with Toyota enhances Woven's R&D capabilities and market reach, potentially accelerating product development and adoption.

What critics are saying

  • The market for portable hydrogen solutions is still nascent, posing uncertainties in consumer adoption and regulatory approval.
  • Dependence on Toyota for technological and financial support could limit Woven's operational flexibility and strategic independence.

What makes Woven unique

  • Woven's focus on portable hydrogen cartridges sets it apart in the renewable energy sector, where most competitors are focused on stationary solutions.
  • The partnership with Toyota provides Woven with significant industry credibility and access to advanced automotive technologies.