McDonald's
Machine Learning Engineer - Speech Recognition at McDonalds in...
McDonald's, Mountain View, California, us, 94039
Machine Learning Engineer - Speech Recognition
at McDonald'sResponsibilities
Work closely with the Speech and Machine Learning groups to explore, implement, and evaluate state-of-the-art approaches to speech recognition.Contribute to ASR model optimization based on large scale real-world data.Deploy and support production ASR models in the real world.Collaborate with the Infrastructure, Data Engineering, and ML Evaluation teams to improve data pipelines and tooling for continuously training and benchmarking ASR at scale.Qualifications
M.S. or Ph.D. in Computer Science, Speech Recognition, or Machine Learning, or equivalent professional experience.2 years experience using Python, C++, or similar languages.Research or experience in Machine Learning, Deep Learning and/or Speech Recognition.Experience with one or more deep learning frameworks, such as PyTorch, TensorFlow, MXNet, or similar tools.Excellent written and verbal communication skills.Experience with standard ASR toolkits such as Kaldi, HTK, or similar.Working proficiency in Spanish.Experience designing and deploying bilingual ASR models or systems.Experience with MLOps and/or ML at scale.Experience with Spanish NLP.Experience with Linux based development.Salary Range
$80K -- $100KMust have received or be willing to receive the COVID-19 vaccination by date of hire to be considered. Proof of vaccination required.
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at McDonald'sResponsibilities
Work closely with the Speech and Machine Learning groups to explore, implement, and evaluate state-of-the-art approaches to speech recognition.Contribute to ASR model optimization based on large scale real-world data.Deploy and support production ASR models in the real world.Collaborate with the Infrastructure, Data Engineering, and ML Evaluation teams to improve data pipelines and tooling for continuously training and benchmarking ASR at scale.Qualifications
M.S. or Ph.D. in Computer Science, Speech Recognition, or Machine Learning, or equivalent professional experience.2 years experience using Python, C++, or similar languages.Research or experience in Machine Learning, Deep Learning and/or Speech Recognition.Experience with one or more deep learning frameworks, such as PyTorch, TensorFlow, MXNet, or similar tools.Excellent written and verbal communication skills.Experience with standard ASR toolkits such as Kaldi, HTK, or similar.Working proficiency in Spanish.Experience designing and deploying bilingual ASR models or systems.Experience with MLOps and/or ML at scale.Experience with Spanish NLP.Experience with Linux based development.Salary Range
$80K -- $100KMust have received or be willing to receive the COVID-19 vaccination by date of hire to be considered. Proof of vaccination required.
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