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Job Type
Full Time
Job Details
At Sonos we want to create the ultimate listening experience for our customers and know that it starts by listening to each other. As part of the Sonos team, you’ll collaborate with people of all styles, skill sets, and backgrounds to realize our vision while fostering a community where everyone feels included and empowered to do the best work of their lives. At Sonos we're passionate about creating the ultimate listening experience for our customers and connecting them to the content they want, where they want it. We are looking for a Senior Machine Learning Engineer to join the Automatic Speech Recognition (ASR) team and help us build the next generation of Sonos Voice Control (SVC). The ASR team is part of the larger Machine Learning organization based in France and spanning over a wide range of topics in relation to voice technologies such as Natural Language Processing, Keyword Spotting, Audio Frontend and Embedded ML. You can visit our Tech Blog if you want to know more about the inner workings of SVC and much more! What you’ll do As a Machine Learning Engineer you will be responsible for developing new models and algorithms for Automatic Speech Recognition leveraging and adapting the state of the art to Sonos Voice Control use cases, and maintaining & improving existing models in production. You will tackle these problems with additional challenging requirements, such as low latency & footprint, embedded inference on our wide hardware portfolio, or user personalization & domain adaptation. As well as this you will contribute to the whole development process, from the conception and training of the models (on neural network training pipelines you will contribute to improving), to their evaluation and their delivery in production, collaborating with senior ML engineers and working hand in hand with our software engineering teams. You will keep up to date with the most recent research in the field, attend specialized conferences and participate in knowledge sharing within the Machine Learning organization. What You’ll NeedResearch shows that candidates from underrepresented backgrounds often don't apply for roles if they don't meet all the criteria. If you don’t have 100% of the skills listed, we strongly encourage you to apply if interested. Basic Qualifications
- MS in machine learning, computer science, applied mathematics and/or related technical field
- Research and/or work experience in Automatic Speech Recognition
- Proficiency in developing and debugging in Python
- Experience and knowledge of ML frameworks like PyTorch, TensorFlow, etc.
- Excellent verbal and written communication skills (English)
- Hands-on experience with Automatic Speech Recognition in industrial settings
- Working knowledge of Rust
About the Company
Sonos, Inc.
Santa Barbara, CA, United States
Sonos is a sound experience company. We connect millions of listeners all around the world to the content they want, where and how they want it.... Read more