C++, CUDA/GPU programming, Deep Learning, GPUs, NVIDIA Modulus, Python Programming, PyTorch, SQuAD
Who are we?
Our team is the first in the world to use autonomous vehicles on public roads using end-to-end deep learning. With our multi-national world-class technical team, we’re building things differently.
We don’t think it’s scalable to tell an algorithm how to drive through hand-coded rules and expensive HD maps. Instead, we believe that machine learning algorithms learning from experience and data will allow our driver to be more intelligent and capable of easily adapting to new environments.
Our aim is to be the future of self-driving cars: the first to deploy in 100 cities across the world bringing autonomy to everyone, everywhere.
The impact you will have
Wayve’s approach to autonomous vehicles presents unique performance challenges. Our mission requires us to deploy state of the art modes that not only drive safely, but run in real time with strict limits on power consumption and heat produced. As advances in ML tend towards bigger with billions of parameters we have a significant challenge fitting these models on a car!
As a GPU performance engineer, you will be focussed on getting the most out of the hardware on our vehicles, and enabling us to deploy larger and more powerful models on the road. You will work directly with our model development engineers, to profile existing models and develop new architectures and optimisations designed to get the maximum performance possible from our hardware. You will also work with the robot hardware teams on design choices that maximise the model capacity and performance of our vehicles.
Challenges you will own
About you
Essential -
Desirable -
Our offer:
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.
Wayve is pioneering artificial intelligence software for self-driving cars. Our unique end-to-end machine learning approach learns to drive more efficiently than competing technology, allowing Wayve to pioneer new areas of self-driving technology. Our headquarters are in London, United Kingdom.