Staff Software Engineer, Machine Learning Platform

Key Skills

Python Programming, Scala Programming, C++, Java Programming, Machine learning techniques, Data science techniques, SQL, Apache Hadoop, MapReduce, TensorFlow, PyTorch

Job Description

Cruisers have the opportunity to grow and develop while learning from leaders at the forefront of their fields. With a culture of in ternal mobility, there's an opportunity to thrive in a variety of disciplines. This is a place for dreamers and doers to succeed.

If you are looking to play a part in making a positive impact in the world by advancing the revolutionary work of self-driving cars, join us.

About the role:

The Machine Learning Platform team builds and supports the essential tools and frameworks for every machine learning engineer at Cru ise. Our goal is to greatly accelerate the development cycle of machine learning models across the whole company, empowering machine learning engineers to focus on improving the car's safety and performance, instead of worrying about their infrastructure. The scope includes managing and extending modern Deep Learning frameworks for model training, evaluation and deployment. We care about performance, ease of use and reliability of our products. We are driven by the success of our partner teams who rely on our work to build the most advanced driverless cars in the world.

Day-to-day responsibilities include:

• Design, implement and deploy platforms to support machine learning models training, evaluation and deploy ment workflows at Cruise.
• Own technical projects from start to finish and be responsible for major technical decisions and tradeoff s. Effectively participate in team's planning, code reviews and design discussions.
• Consider the effects of projects across multiple teams and proactively manage conflicts. Work closely wit h partner teams to ensure they are benefiting from the systems we built.
• Conduct technical interviews with well-calibrated standards and play an essential role in recruiting acti vities. Effectively onboard and mentor junior engineers and/or interns.

You should apply for this role if you have the following qualifications:

• Strong experience with C or C++.
• Good understanding of code efficiency/performance and reliability
• Passionate about self-driving technology and its potential impact on the world
• BS, MS or PhD in CS, Math, or equivalent real-world experience

Bonus points!

• Experience with popular deep learning frameworks, such as: PyTorch, Tensorflow, Keras etc.
• Even better if you understand: parallel training, active learning, model deployment (e.g., TensorRT conve rsion)
• Fluency in writing in Python
• Knowledge of C/C++ extensions for Python
• Experience with build systems (Bazel, Buck, Blaze or Cmake)
• Experience working with Docker and Kubernetes
• Knowledge and experience with machine learning algorithms.

Apply Online at Cruise