Sr. Staff Machine Learning Engineer, ML Platform
CoupangAbout the role
Requirements
BS, MS, or PhD degree in Computer Science or related field.
10+ years of relevant experience in technology companies or organizations.
5+ years of experience in Data Infrastructure, AI/ML.
Industry experience building end-to-end Machine Learning Platform infrastructure or building and productionizing Machine Learning models.
Proficient in cloud computing and data processing infrastructure and tools: Kubernetes, Airflow (or equivalent), Spark, Hive, SQL.
Proficient in some of the ML training and deployment frameworks like: Tensorflow, PyTorch, TensorRT, Triton backend etc.
Deep understanding of Machine Learning best practices like training/serving skew minimization, A/B test, feature engineering, model selection. Working knowledge on ML algorithms like gradient boosted trees, neural networks/deep learning, optimization. And domains like NLP, computer vision etc.
Good understanding of features that help Platform to keep up with the latest advancement of generative AI and large language models.
Strong ownership and ability to lead project end to end; Good communicator, both to technical and business audiences.
Ability to work in multicultural, cross functional team, and to deal with ambiguity in business and technology.
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