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Machine Learning Engineer, Speech Technology
2 months ago
We are seeking a highly skilled Software Engineer to join our core speech technology team at SoundHound Inc. As a key member of our team, you will collaborate with engineers, researchers, and voice AI practitioners to develop and implement state-of-the-art automatic speech recognition (ASR) technologies.
Key Responsibilities- ASR Model Development: Train, tune, and test ASR models for different languages using machine learning and deep learning techniques.
- Collaboration and Integration: Work with cross-functional teams to ensure seamless integration of ASR technologies into SoundHound products.
- Performance Optimization: Run benchmarks to monitor performance of ASR solutions and optimize ASR models for accuracy, efficiency, and scalability across various platforms and applications.
- Customized Solutions: Provide customized ASR solutions to meet customer-specific or product-specific ASR challenges.
- Troubleshooting: Troubleshoot and resolve customer-related ASR issues in a timely manner.
- Proof-of-Concept Experiments: Conduct data-driven proof-of-concept experiments and apply SoundHound ASR and ML technologies to real-world applications.
- Education and Experience: Bachelor's degree in Computer Science, Electrical Engineering, or other relevant disciplines with 5 years of full-time work experience, or a Master's degree with 3 years of full-time work experience.
- Technical Skills: Experience with automatic speech recognition, keyword detection, or natural language understanding; good understanding of deep learning and neural networks fundamentals; proficiency in deep learning frameworks.
- Programming Skills: Proficient in writing production-level Python code.
- Advanced Technical Skills: Experience with Kaldi, PyTorch, and TensorFlow; worked on projects enabling on-device models using TensorFlow Lite; knowledge of the end-to-end ASR pipeline; experience developing, tuning, deploying, and maintaining ASR models; knowledge of NLP techniques related to ASR; experience with Kubernetes, Docker, and other containerization technologies in cloud service environments.
- Business Acumen: Experience working with customers and understanding their needs.
SoundHound Inc is a values-driven company that is supportive of one another, open and honest, undaunted by challenges, nimble and focused, and determined to excel and win. We strive to create a team with global perspectives to achieve our mission of building Voice AI for the world. We care deeply about fostering an environment where everyone is supported and can do their best work.
