Senior Software Engineer, Machine Learning Infrastructure
3 weeks ago
Nuro exists to better everyday life through robotics. Founded in 2016, Nuro is a leading autonomous technology company with vehicles on road today in California and Texas. The company's core technology is the Nuro Driver, an integrated autonomous driving system consisting of state-of-the-art, AI-first software and custom-built sense and compute hardware. The first commercial application of the Nuro Driver is autonomous goods delivery with our custom, electric, zero-occupant vehicles in partnership with some of the most recognized brands in the world including Uber and FedEx.
About the Role
Nuro is pursuing a ML-first software stack. The ML Infra team is building scalable machine learning infrastructure and distributed training solutions to empower the ML development at Nuro. As a member of this team, you will work on building and maintaining the infrastructure that enables our machine learning models to train efficiently and effectively.
About the Work
Depending on your skill set and areas of interest, you will work on some or all of the following:
- Research and develop new distributed training frameworks and strategies to support training deep learning models with growing sizes.
- Improve model training speed by optimizing Tensorflow, Keras, Pytorch and Cuda kernel implementation.
- Engineer advanced tools to profile and monitor model training performance across all teams, to detect and triage training problems.
About You
To be successful in this role, you will need to have the following qualifications and experience:
- 2+ years of relevant work experience, or an equivalent experience in PhD.
- You understand machine learning models and ML development life cycle.
- You have experience in building a cloud-based distributed training platform, which fully supports data and model parallelism.
- You have experience investigating and optimizing training performance bottlenecks for deep learning models.
What We Offer
At Nuro, your base pay is one part of your total compensation package. For this position, the reasonably expected base pay range is between $167,200 and $250,800 for the level at which this job has been scoped. Your base pay will depend on several factors, including your experience, qualifications, education, location, and skills. In the event that you are considered for a different level, a higher or lower pay range would apply. This position is also eligible for an annual performance bonus, equity, and a competitive benefits package. At Nuro, we celebrate differences and are committed to a diverse workplace that fosters inclusion and psychological safety for all employees. Nuro is proud to be an equal opportunity employer and expressly prohibits any form of workplace discrimination based on race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, veteran status, or any other legally protected characteristics.
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