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Machine Learning Engineer - Mountain View, United States - McDonald's
Description
Machine Learning Engineer - Speech Recognition at McDonalds in...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
Data Science & Machine Learning
Estimated Salary:
$20 to $28 per hour based on qualifications
Responsibilities
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 Must have received or be willing to receive the COVID-19 vaccination by date of hire to be considered.
$80K $100K
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
Data Science & Machine Learning
Estimated Salary:
$20 to $28 per hour based on qualifications
Responsibilities
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 Must have received or be willing to receive the COVID-19 vaccination by date of hire to be considered.
Benefits
$80K $100K
We are currently looking for a Machine Learning Engineer - Speech Recognition, to help us build and improve our state-of-the-art streaming bilingual speech recognition system, using real-world data from our conversational AI Drive Thru product.
The Speech Recognition Engineer will be a key member of the Speech/ML team within the core technology group at McD Tech Labs and will have the ability to..
make a large impact on our AI Drive Thru technology.Responsibilities:
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 Must have received or be willing to receive the COVID-19 vaccination by date of hire to be considered.
Required
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
Qualifications:
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 $100K
Minimum Qualification
Data Science & Machine Learning
Estimated Salary:
$20 to $28 per hour based on qualifications
Company information
McDonald's is the world's leading global foodservice retailer with over 37,000 locations in over 100 countries. More than 90% of McDonald's restaurants worldwide are owned and operated by independent local business men and women. McDonald's & our franchisees employ 1.9 million people worldwide.
We serve the world some of its favorite foods - World Famous Fries, Big Mac, Quarter Pounder, Chicken McNuggets and Egg McMuffin.
To learn more about the company, please visit and follow us on Twitter atService Industry, Retail, Hospitality, Food & Beverage, Consumer Discretionary, Food and Beverage, Restaurants, Caterers, Beverages, Food Retail
Public Company
Company Specialties:
Restaurant, sustainability, foodservice, franchising, operations, real estate, supply chain, communications, human resources, finance, IT, accounting, marketing, investor relations, charities, RMHC, diversity, CSR, legal, and insurance
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