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Software Engineer - AI Platform

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

Job Description:

*About the role:* Collaborates with stakeholders to design, develop, optimize, and productionize machine learning (ML) or ML-based solutions and systems that are used within a team to solve moderately complex problems. This role also leverages and improves ML infrastructure for model development, training, deployment needs and scaling ML systems.   *About the Team:* We are a team within the Uber AI Platform that is paving the way for Data-centric ML. We pioneered the use of feature store as a fundamental building block of the ML lifecycle across the industry - which powers models at Uber for training and serving at millions of QPS with very low latencies. Our ongoing mission is to develop MLOps infra and tools to create high quality features and labels for use in machine models, with the goal of fully automating the lifecycle of feature engineering. We work closely with Data Science and ML teams across Uber to develop algorithms and tooling for sharing, discovery, computation, selection, transformation and monitoring of features and embeddings.
*Minimum qualifications:* * Bachelor’s degree or equivalent in Computer Science, Engineering, Mathematics or related field, *WHICH INCLUDES* 1-year total technical software engineering experience in one or more of the following areas:  

* Programming language (e.g. C, C++, Java, Python, or Go) * Training using data structures and algorithms * Machine learning (e.g., tree-based techniques, supervised learning) * Machine Learning Software such as Tensorflow/Pytorch, Caffe, Scikit-Learn, or Spark MLLib  

* Note the 1-year total of specialized software engineering experience may have been gained through education and full-time work experience, additional training, coursework, research, or similar (OR some combination of these).  The year of specialized experience is not necessarily in addition to the years of Education & full-time work experience indicated.  *Technical skills:* Required:  

* Feature management   Preferred:  

* Experience with building feature embeddings from high dimensional feature sets * Demonstrated use of ML techniques in Personalization or Recommendation Systems

Keywords: Uber, Sunnyvale , Software Engineer - AI Platform, Other , Sunnyvale, California

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