Job description
Are you passionate about ML/ASR/NLP and their real-world applications? Do you want to work with a group of talented ML engineers, developers, and researchers to grow your experience and career in a wide range of areas including deep learning, speech recognition, natural language process, software development and system optimization etc.? There is an exciting opportunity for a ML Engineer position in Nuance Central Research Tools group. Our goal is to implement efficient and scalable ML tools/pipelines for ASR and NLP model builds and model deployment in production.
As a Machine Learning engineer in our group, you will use your skills to develop training tools and pipelines for machine learning at large scale.
Responsibilities:
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Design, develop, test, and release high quality, well-documented codebases that drive state-of-the-art ASR/NLP/deep learning research
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Extend research libraries and toolkits - evaluate, prototype, and introduce new machine learning/deep learning technologies
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Improve tool performance to best exploit modern compute environments (HPC distributed clusters, Cloud-based GPUs etc.)
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Collaborate closely with applied scientists and engineers to reduce time-to-deployment of research ML models
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In collaboration with infrastructure team, optimize ML workloads on Azure-based platforms
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Participate in continuous learning of machine learning / deep learning technologies
Required Qualifications:
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MS or higher in Computer Science or equivalent
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Solid Python programming skill, Unix knowledge
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Hands-on experience with popular ML/DL frameworks such as Tensorflow or PyTorch
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Solid problem-solving, debugging and troubleshooting skills
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Demonstrate continuous learning, good communication and collaboration skills.
Preferred Qualifications:
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1+ years of experience or PhD in Computer Science or equivalent
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Experience with AzureML and MLOps
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Experience with ONNX, Fairseq
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Experience with distributed system optimization, GPU/Cuda programming
Nuance offers a compelling and rewarding work environment. We offer market competitive salaries,
bonus, equity, benefits, meaningful growth and development opportunities and a casual yet technically
challenging work environment. Join our dynamic, entrepreneurial team and become part of our
continuing success.
bonus, equity, benefits, meaningful growth and development opportunities and a casual yet technically
challenging work environment. Join our dynamic, entrepreneurial team and become part of our
continuing success.
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