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Machine Learning Research Engineer - Uber AI Engagements

Company: Uber
Location: Sunnyvale
Posted on: September 4, 2021

Job Description:

*About the Team*   Uber AI Engagements collaborates with partner teams across Uber to deliver innovative ML/AI solutions for core business problems. You will work closely with engineering, product and data science teams to understand business problems and the potential for ML/AI solutions. You will deliver these solutions from inception to enduring software components. Machine Learning Engineers have deep domain knowledge in ML/AI and the ability to apply that knowledge to diverse problem domains involving multiple stakeholders.   *What You'll Do*

* Algorithm and model prototyping * Model optimization * Model productionization and monitoring * Stay up to date with the recent advancements in the field of machine learning and deep learning *Basic Qualifications*

* Masters in Computer Science with a specialization in ML, related field, or equivalent industry experience * 2+ years of industry experience in applied ML, or a Ph.D. with some industry experience obtained through e.g. internships * Proficiency in Python * Experience with ML frameworks such as PyTorch and TensorFlow *Preferred Qualifications*

* 4+ years of industry experience in applied ML, or a Ph.D. and 2+ years of industry experience * Expertise in deep learning. Strong understanding of deep learning fundamentals (layer details, loss functions, backpropagation etc.) * Ability to read academic papers and implement state of the art deep learning models * Experience applying deep learning techniques to problems in the spatio-temporal domain * Experience dealing with real world large-scale datasets * Ability to innovate, as demonstrated by a track record of software artifacts or publications * Ability to deliver end-to-end solutions, including data preparation, training, and deployment * Experience working with product teams * Ability to work with ambiguous problem definitions * Prove ability communicating technical knowledge to a business audience * Collaborative attitude and constructive approach

Keywords: Uber, Sunnyvale , Machine Learning Research Engineer - Uber AI Engagements, Other , Sunnyvale, California

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