Deep Learning Infrastructure Engineer
Overview
This job is no longer accepting applications
See open jobs at Overview.See open jobs similar to "Deep Learning Infrastructure Engineer" Homebrew.At Overview we are building an end-to-end computer vision platform to democratize manufacturing's access to state of the art deep learning. Delivering on reliable and accurate models is a key component of this. We are looking for someone who knows the ins and outs of DL infra to help us scale up.
Responsibilities
- Working on automating CV/DL pipeline, including identifying and solving for bottlenecks
- Choosing and implementing the best tools to strengthen our pipeline
- Collaborate with our DL engineers to get high performing models into customers hands
- Build, manage, scale our training pipeline
- Developing tools that monitor models to ensure long term stability and accuracy
- Tooling around active learning to improve models over time and avoid model drift
Helpful Experience
- Having deployed models to several platforms including edge devices and cloud
- Experience with Jetson Jetpack and/or Triton Inference Server
- Managing TensorRT or ONNX deployments
- Having managed an end to end deep learning project from data collection to deployment
- Experience with Docker
- Experience with Python/C++
This job is no longer accepting applications
See open jobs at Overview.See open jobs similar to "Deep Learning Infrastructure Engineer" Homebrew.