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Staff Machine Learning Engineer

1 month ago

Vancouver, British Columbia, Canada Wayve Full time

About Us

Wayve is a pioneering company at the forefront of autonomous driving technology. Our team of world-class researchers and engineers is dedicated to developing cutting-edge algorithms and solutions for self-driving cars.

Job Summary

We are seeking an experienced Machine Learning Engineer to join our Vancouver office and contribute to the development of our autonomous driving platform. As a key member of our Science team, you will work closely with our research team to design, implement, and optimize machine learning models for autonomous driving applications.

Key Responsibilities

  • Design and implement end-to-end neural networks for autonomous driving applications
  • Work closely with our research team to rapidly prototype and iterate on novel machine learning models
  • Optimize models for efficiency and performance, ensuring they can operate effectively in real-world autonomous driving scenarios
  • Develop and maintain a robust machine learning tools and infrastructure that accelerates the research and development cycle
  • Build metrics and dashboards that give us insight into progress and focus us on solving the right problems
  • Continuously evaluate emerging technologies and methodologies to drive innovation within the team
  • Ensure the maintenance of high-quality training data through the employment of advanced visualization and quantitative analysis techniques
  • Effectively communicate data needs within the team to optimize project success and collaboration
  • Collaborate with cross-functional teams to integrate machine learning solutions into our autonomous driving platform

Requirements

  • 5+ years of postgraduate industry experience training and deploying large-scale models on distributed systems
  • Strong foundation in machine learning and deep learning
  • Experience leading a technical/research agenda aligned with larger organisation or company goals
  • Experience bringing research concepts through the full ML development cycle and into production
  • Experience working in a metrics and data driven environment
  • Ability to stay updated with the latest advancements in model efficiency and apply innovative solutions to enhance existing models or develop new efficient architectures
  • Strong programming skills in Python, with experience in deep learning frameworks such as PyTorch, Scikit-learn, TensorRT, or similar tools for model development
  • Strong teamwork and communication skills to collaborate effectively with cross-functional teams including engineers, researchers, and product managers

What We Offer

  • A position to shape the future of autonomous driving and embodied AI, and thus to tackle one of the biggest challenges of our time
  • Immersion in a team of world-class researchers, engineers and entrepreneurs
  • Competitive compensation and share options
  • Daily lunches, team socials, funded club/society activities and company-wide learning and development
  • Help relocating to Vancouver, with potential for visa sponsorship

About Us

Wayve is built by people from all walks of life. We believe that it is our differences that make us stronger, and our unique perspectives and backgrounds that allow us to build something different. We are proud to be an equal opportunities workplace, where we don't just embrace diversity but nurture it - so that we all thrive and grow.