AI Model Optimization Lead

6 days ago

London, Greater London, United Kingdom Wayve Full time
About the Role

We are seeking an experienced AI Model Optimization Lead to join our team at Wayve. As a key member of our engineering organization, you will lead our efforts to refine and productize AI models for autonomous driving features in consumer vehicles.

This is a critical role that requires a deep understanding of AI model optimization techniques, edge computing, and embedded system design. You will be responsible for steering our pioneering efforts to enhance the efficiency and performance of our autonomous vehicle (AV) AI models on automotive embedded compute platforms.

Responsibilities
  1. Team Leadership and Strategy: Spearhead a multidisciplinary team of Machine Learning Engineers, Embedded Kernel Engineers, and Software Engineers, setting clear objectives and milestones for optimization projects.
  2. Optimization Framework Development: Oversee the creation and refinement of optimization frameworks that enhance the computational efficiency of AI models while maintaining or improving model accuracy and inference speed.
  3. Cross-functional Collaboration: Facilitate seamless cooperation between the machine learning, software engineering, and embedded systems teams.
  4. Performance Benchmarking: Establish rigorous benchmarking standards for model performance, including computational efficiency, inference speed, and power consumption.
  5. Innovation and Research: Promote a culture of continuous improvement and innovation, encouraging the team to explore novel optimization techniques.
Requirements
  • Proven Leadership: At least 5 years of experience in a leadership role within the fields of machine learning, embedded systems, or a related area.
  • Expertise in AI and Embedded Systems: A solid understanding of AI model optimization techniques, edge computing, and embedded system design.
  • Technical Proficiency: Hands-on experience with AI model development and optimization tools such as PyTorch, CUDA, and TensorRT.
  • Strategic Thinking: Strong ability to develop and execute strategic plans for technology development.
What We Offer
  • Competitive compensation with salary and equity.
  • Immersion in a team of world-class researchers, engineers, and entrepreneurs.
  • A unique position to shape the future of autonomy and tackle one of the biggest challenges of our time.
  • Bespoke learning and development opportunities.

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