Full-Time

Staff Machine Learning Engineer

ML Platform

Confirmed live in the last 24 hours

Woven

Woven

1,001-5,000 employees

Develops advanced mobility solutions and technologies

Automotive & Transportation
AI & Machine Learning

Compensation Overview

$161k - $264.5kAnnually

+ Short-term Incentives + Long-term Incentives

Senior, Expert

Palo Alto, CA, USA

This role is hybrid and requires in-office presence in Palo Alto, CA.

Category
Applied Machine Learning
Deep Learning
AI & Machine Learning
Required Skills
Python
Pytorch
C/C++
Requirements
  • ML/ML Ops engineer with extensive experience in building large-scale data intensive distributed applications
  • 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
  • Prior experience of building and shipping ML models in a production environment
  • Knowledge of SOTA methods in ML infrastructure domain and demonstrated curiosity and track record for keeping up with the literature
  • Expert Python and PyTorch practitioner
  • Familiarity with deployment and tuning ML models for edge devices
  • Familiarity with C++
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
  • Operate cross-functionally and serve a dual hat role to identify opportunities to improve production models, for example by improving model architectures and while trailblazing and generalizing involved methods and toolings to empower others
  • Architect and develop tools for ML model evaluation and end-to-end validation to help ML engineers assess impact of their changes to downstream customers and modules
  • Improve the utility of our vehicle data by building and improving the infrastructure for data sampling, data curation and data representation; improve versatility of our ML data format to support data reuse across models
  • Operate cross-functionally and identify bottlenecks such as latency hot spots during training and deployment of ML models, while generalizing needed tools to empower others
  • Scale our ML Ops architecture to the next level while taking advantage of heterogeneous clusters to maximize resource efficiency

Woven by Toyota focuses on creating safe and intelligent mobility experiences for Toyota customers around the world. The company aims to enhance global access to mobility and improve driver capabilities through advanced technology. By combining innovative ideas from Silicon Valley with high-quality craftsmanship from Japan, Woven seeks to provide a more personalized and seamless experience for its users. It serves a wide range of clients in the automotive and transportation sectors globally, generating revenue by developing and implementing advanced mobility solutions. Woven's goal is to adapt to changing societal, technological, and customer needs, making it a significant player in the future of intelligent transportation.

Company Stage

N/A

Total Funding

$583.6M

Headquarters

Tokyo, Japan

Founded

2023

Simplify Jobs

Simplify's Take

What believers are saying

  • Growing interest in hydrogen fuels supports Woven's hydrogen cartridge development.
  • AI integration in mobility enhances safety, aligning with industry trends.
  • Collaborations with tech giants boost Woven's innovation and market presence.

What critics are saying

  • Competition in hydrogen technology from companies like Hyundai and BMW.
  • Rapid AI advancements by tech giants may outpace Woven's progress.
  • Global semiconductor shortage could delay Woven's technology deployment.

What makes Woven unique

  • Woven integrates AI with mobility to enhance safety and driver capabilities.
  • Combines Silicon Valley innovation with Japanese craftsmanship for superior customer experiences.
  • Focuses on human-centric design, setting it apart in the automotive industry.

Help us improve and share your feedback! Did you find this helpful?

Benefits

Health Insurance

Dental Insurance

Vision Insurance

401(k) Retirement Plan

Unlimited Paid Time Off

Family Planning Benefits