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Applied Research Scientist, Speech

3 months ago

New York, United States Meta Full time

**Applied Research Scientist, Speech Responsibilities**:

- Independently design and implement algorithms, train state of the art speech recognition models on large data, and evaluate their performance.
- Develop machine learning models for both server-based and embedded systems.
- Contribute research that can be applied to Meta product development, especially tackle the issues of edge computing for large speech models (like quantization, compression).

**Minimum Qualifications**:

- Currently has or is in the process of obtaining a PhD in the field of Artificial Intelligence, a related field, or equivalent practical experience. Degree must be completed prior to joining Meta.
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
- Research experience in one or more of these areas: speech recognition, speech processing, machine learning, deep learning, or related fields.
- Experience with development and implementation of speech recognition algorithm/systems and model training.
- Experience working with machine learning libraries like Pytorch, Tensorflow, etc.
- Knowledge of deep learning and neural networks.
- Familiar with scripting languages such as Python and shell scripts.
- Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment.

**Preferred Qualifications**:

- Experience with developing scalable machine learning models in at least one of the following areas: automatic speech recognition, end-to-end ASR, unsupervised/semi-supervised training, on-device modeling, acoustic modeling, or relevant areas.
- Experience with developing machine learning models for both server-based and embedded solutions.
- Experience with large scale model training, implementing algorithms, and evaluating ASR systems.
- Proven track record of achieving significant results as demonstrated by publications at leading workshops, journals or conferences such as ICASSP, INTERSPEECH, or similar.
- Experience taking ideas from research to production.
- Experience solving complex problems and comparing alternative solutions, tradeoffs, and diverse points of view to determine a path forward.
- Experience working and communicating cross functionally in a team environment.

**About Meta**: Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today—beyond the constraints of screens, the limits of distance, and even the rules of physics.