Senior Machine Learning Engineer

Woven; London; Hybrid; GBP 60,000 - 100,000; Full time

Job summary

An innovative mobility technology subsidiary is seeking passionate innovators to join their team in developing advanced Machine Learning solutions for autonomous driving. This role offers the opportunity to work at the forefront of cutting-edge AI and robotics, tackling challenges in neural network design and optimization. You will collaborate with diverse teams to create state-of-the-art models that redefine mobility and enhance safety. Join a forward-thinking company committed to pushing the boundaries of technology while fostering a supportive work environment that values diversity and personal well-being.

Benefits

Excellent health coverage

Wellness programs

Dental coverage

Vision coverage

Family planning benefits

Qualifications

• MS or higher degree in a related field or equivalent industry experience.
• Professional experience with ML frameworks such as PyTorch, Jax or TensorFlow.

Responsibilities

• Own design and development of ML models for autonomous driving.
• Collaborate closely with stakeholders to define interfaces for an end-to-end stack.

Skills

Machine Learning

Deep Learning

Python

C++

Computer Vision

Data Strategy

Model Evaluation

Education

MS in a related field

Equivalent industry experience

Tools

PyTorch

Jax

TensorFlow

NVIDIA CUDA

Job description

London / Product & Technology - AD/ADAS / Employee / hybrid

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.

Team

At Woven by Toyota, we are at the forefront of developing advanced Machine Learning solutions for autonomous driving. Our team tackles groundbreaking challenges in designing state-of-the-art neural networks, pioneering innovative end-to-end architectures, and advancing ML techniques in perception, prediction, and motion planning. We're passionate about pushing the boundaries of autonomous systems through deep learning and optimization, particularly in complex 3D geometric computer vision scenarios. We're seeking passionate innovators and creative problem-solvers eager to redefine mobility through cutting-edge AI and robotics, contributing directly to shaping the future of self-driving technology.

Woven by Toyota is developing a joint project between Toyota Research Institute (TRI) and Woven by Toyota to research and develop a fully end-to-end learned automated driving / ADAS stack. This cross-org collaborative project is synergistic with TRI’s robotics division’s efforts in Diffusion Policy and Large Behavior Models (LBM).

Responsibilities

• Own 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.
• Resolve ambiguities and address uncertainties arising from complex projects involving multiple teams and legacy codebases.
• Enable and help other colleagues on the team to be more effective through leading by example when it comes to writing high-quality code, being rigorous with Machine Learning experimentation and knowledge sharing.
• Collaborate closely with stakeholders from multiple teams in different time-zones to define interfaces and requirements for an end-to-end stack.

Experience

• MS, or higher degree, in a related field, or equivalent industry experience
• Professional experience with ML frameworks such as PyTorch, Jax or Tensorflow (PyTorch preferred)
• Knowledge of debugging and profiling deep neural networks on NVIDIA CUDA stack
• Experience in state of the art architectures for object detection and 3D perception
• Experience in ML workflows: data sampling and curation, pre-processing, model training, ablation studies, evaluation, deployment, inference optimization
• Python and C++ experience
• Hands-on experience with building a perception stack for autonomous systems
• Familiarity with recent breakthroughs in ML (e.g. foundation models, pre-training and efficient fine-tuning, multimodal Transformer architectures)
• Hands-on experience with large-scale distributed training

Nice to Have

• Hands-on experience with building a perception stack for autonomous systems
• Experience with model deployment with NVIDIA stack (e.g. ONNX graphs, TensorRT, profiling)
• Experience with PyTorch and Computer Vision for sensor fusion (e.g. BEV representations)
• Experience with embedded ML platforms and real-time OSes

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

・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.