Google is looking to solve the problem of developing and deploying AI/ML based audio/speech features on Pixel devices, including Phones and Tablets, to create a more helpful mobile experience.
Requirements
- 5 years of experience with software development in one or more programming languages, and with data structures/algorithms.
- 3 years of experience testing, maintaining, or launching software products, and 1 year of experience with software design and architecture.
- Experience with audio or speech generative modeling, using auto-regressive models, diffusion models, or transformer-based architectures.
- Experience with mainstream ML training frameworks such as TensorFlow, JAX, and PyTorch.
- Experience in ML based speech codec, source separation, audio enhancement research and development.
- PhD in Computer Science, Electrical/Computer Engineering, or related technical field.
- Experience in Artificial Intelligence/Machine Learning (AI/ML) conferences on audio/speech processing (e.g., ICML, ICLR, NeurIPS, ICASSP and Interspeech)
Responsibilities
- Write and test product or system development code.
- Develop GenAI audio/speech features from model research to on-device inference, using auto-regressive models, diffusion models, or transformer-based architectures.
- Drive the research and development of AI/ML based on-device audio/speech features.
- Deploy and scale Machine Learning (ML) solutions across Google Android platform and Pixel ecosystems.
- Collaborate with cross-functional teams (such as DeepMind and Google Silicon) for feature development and landing of audio on-device features.
- Own ML model development, training and optimization, and contribute to model inference optimization into Android Kernel/HAL.
- Design and fine tune ML models for Pixel devices, and contribute to the audio and speech algorithms development process.
Other
- Bachelor’s degree or equivalent practical experience.
- Ability to work on a specific project critical to Google’s needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve.
- Display leadership qualities and be enthusiastic to take on new problems across the full-stack.
- Interact with partner teams to innovate and design algorithms and android stacks to impact future Google audio technology roadmaps across the Pixel ecosystem.
- Rapid prototyping and delivery for audio features.
