About this role
Senior Machine Learning Engineer
Project description The Deep learning team's work is at the crux of solutions to its customers. The team is responsible for building and maintaining advanced models that are able to perceive the world and the knowledge produced by the models is used downstream to implement various customer use-cases. The team runs a number of models both in the cloud as well as on the edge device serving different scenarios. The team also works closely with the platform team to build out MLOps infrastructure to achieve better scale and reliability.
Responsibilities
- As a Senior Machine Learning Engineer in the Deep Learning team, you are expected to be a hands-on senior ML engineer who is able to own and deliver solutions to large scale perception problems in production. Apart from the broad ability to build, train, evaluate and deploy state of the art ML models in production, you are expected to have solid expertise in at least one of below verticals. 3D vision models to predict depth and 3D structure, Video/temporal behavior models to predict intent, Deep understanding of Vision language models and hands-on experience fine tuning them, Deep understanding of foundation models in perception. Deep knowledge of nvidia edge device stack for running ML models and cuda know-how in terms delivering highly optimized models We're looking for someone who enjoys being challenged with complex problems in perception and loves working with a bunch of smart people applying state of the art techniques in dee