Simplify Logo

Full-Time

Senior Machine Learning Engineer

Confirmed live in the last 24 hours

Woven

Woven

1,001-5,000 employees

Develops next-generation cars and mobility technologies

Automotive & Transportation

Compensation Overview

$140k - $260kAnnually

+ Short Term Incentives + Long Term Incentives

Senior, Expert

Palo Alto, CA, USA

Category
Applied Machine Learning
Computer Vision
AI & Machine Learning
Required Skills
Agile
Python
Tensorflow
Pytorch
Java
Computer Vision
Requirements
  • MS, or higher degree, in CS/CE/EE, or equivalent in industry experience.
  • Extensive experience with ML model development
  • Experience with ML frameworks such as PyTorch, Tensorflow
  • Experience in machine learning workflows: data sampling and curation, pre-processing, model training, ablation studies, evaluation, deployment, inference optimization
  • Strong programming skills in Python and familiarity with C++/C/Java
  • Passionate about self driving car technology and its potential for humanity
Responsibilities
  • Perform Perception, Computer Vision, Graph or Large Language ML model R&D by prototyping, validating and iterating on existing and new model architectures.
  • Own development of new ML models end-to-end from data strategy, initial development, optimization, production platform validation, and fine tuning based on metrics and on road performance.
  • Influence the overall autolabeling stack architecture and technical direction.
  • Coach and mentor junior members of the team to write high-quality code, provide high quality design and code reviews, and deliver rigorous reports from ML experiments.
  • Work in a high-velocity environment and employ agile development practices
  • Collaborate with stakeholders in downstream customer teams to define interfaces and requirements for the Autolabeling stack, and deliver high quality and high impact products to the customers

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

Simplify Jobs

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.