Machine Learning Engineer

The role

ML engineers turn a live fleet of robots into better models. You will run training experiments, curate and label data, and evaluate model performance on a real fleet.

What you will do

• Run and evaluate training experiments as we scale our models.
• Curate and clean the data those experiments train on.
• Help evolve how we label and structure new data.
• Track the metrics that separate a model that helps from one that doesn't.
• Work with Teleoperations to understand and improve the data at its source.

Required qualifications

• Have trained models on real-world data pulled from actual operation.
• Have worked with imitation learning, reinforcement learning, or a similar method for control.
• Write production ML code (Python, PyTorch, etc).
• Are comfortable cleaning and curating messy, real-world data.

About the company

Watney builds and deploys autonomous robotic systems that increase the speed and capacity of buildout, starting with data centers.