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Woven by Toyota · 3 days ago

Machine Learning Engineer, End-to-end Autonomy

Ann Arbor, MI

Full-time

Onsite

Mid, Senior Level

$112K/yr - $184K/yr

Woven by Toyota is enabling Toyota’s transformation into a mobility company, focusing on human-centric innovation. The role involves developing advanced Machine Learning solutions for autonomous driving, including designing neural networks and advancing ML techniques in perception and motion planning.

AutomotiveAutonomous VehiclesSoftware

H1B Sponsor Likely

Responsibilities

Support the design and development of ML models or model components for end-to-end autonomous driving: ranging from initial data strategy, design, development, experimentation, evaluation and deployment

Able to navigate ambiguities and address uncertainties arising from complex projects involving multiple teams and legacy codebases

Writes high-quality code while being rigorous with Machine Learning experimentation

Collaborate closely with stakeholders from multiple teams in different time-zones to define interfaces and requirements for an end-to-end stack

Qualification

Machine Learning frameworksEnd-to-end autonomous drivingPythonC++Cloud servicesData curation pipelinesLarge scale datasetsCollaborationProblem-solvingCommunication

Required

MS, or higher degree, in related field, or equivalent industry experience

Professional experience with ML frameworks such as PyTorch, Jax or Tensorflow (PyTorch preferred)

Experience with data sampling and data curation pipelines for autonomous driving datasets

Experience in state of the art architectures for end-to-end autonomous driving

Experience in ML workflows: data sampling and curation, pre-processing, model training, ablation studies, evaluation, deployment, inference optimization

Python and C++ experience

Experience with infrastructure for large scale datasets and distributed model training

Experience working with a modern cloud service (AWS, GCP, Azure etc.)

Preferred

Hands-on experience with autonomous driving systems

Experience with model deployment with NVIDIA stack (e.g. ONNX graphs, TensorRT, profiling)

Familiarity with recent breakthroughs in ML (e.g. foundation models, pre-training and efficient fine-tuning, multimodal Transformer architectures)

Knowledge of autonomous driving large scale data curation pipelines

Benefits

Excellent health, wellness, dental and vision coverage

A rewarding 401k program

Flexible vacation policy

Family planning and care benefits

Company

Woven by Toyota

Woven by Toyota improve the vehicle intelligence software and operation and accelerate the Toyota Mobility Concept.

Founded in 2023

Tokyo, Tokyo, JPN

1001-5000 employees

https://woven.toyota/en

H1B Sponsorship

Woven by Toyota has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Represents job field similar to this job

Trends of Total Sponsorships

2025 (71)

2024 (34)

2023 (15)