Full-Time

Inference Optimization Manager

Updated on 4/19/2024

Wayve

Wayve

201-500 employees

Develops autonomous driving technologies and solutions

Robotics & Automation
AI & Machine Learning

Senior

London, UK

Required Skills
Python
CUDA
Pytorch
Requirements
  • Proven Leadership experience in machine learning, embedded systems, or related area
  • Solid understanding of AI model optimization techniques, edge computing, and embedded system design
  • Hands-on experience with PyTorch, CUDA, TensorRT, Python, and C++
  • Master's degree in Computer Science, Electrical Engineering, or related field (Ph.D. preferred)
  • Strong strategic thinking and collaborative skills
Responsibilities
  • Lead a team of Machine Learning Engineers, Embedded Kernel Engineers, and Software Engineers
  • Develop optimization frameworks for AI models in autonomous driving features
  • Collaborate with different teams to synchronize model development with hardware capabilities
  • Establish benchmarking standards for model performance
  • Promote innovation and research in optimization techniques
  • Manage resources efficiently to meet project deadlines
  • Recruit, mentor, and develop team members

Wayve is pioneering AV2.0, an embodied AI software that enables self-driving vehicles to learn from experience and drive in any environment without detailed maps or programmed rules. Their technology uses machine learning to develop autonomous systems, partnering with fleet operators to bring scalable AV solutions to logistics and delivery services.

Company Stage

Series B

Total Funding

$256.9M

Headquarters

London, United Kingdom

Founded

2017

Growth & Insights
Headcount

6 month growth

15%

1 year growth

18%

2 year growth

73%