Manage a team of Machine Learning Engineers responsible for the productization of prototypes developed by data scientists; Oversee technical decisions of machine learning methods, technologies and engineering best practices; Collaborate with data scientists, product managers, software engineers and data engineers to design scalable state-of-the-art infrastructure to serve machine learning models in production; Research and adopt the best MLOps standards to design and develop scalable end-to-end machine learning pipelines
Requirements:
Previous experience working in a similar role; Ability to implement Agile Frameworks (Scrum, Kanban); Strong proficiency in Python (and relevant ML-related libraries as PyTorch, JAX, TensorFlow) with experience writing production-grade code and maintaining production-grade web services; Experience with machine learning model development and deployment; Experience with MLOps frameworks and building machine learning pipelines; Experience with containerization technology (Docker/Kubernetes)
Text:
Machine Learning Team Lead Manage a team of Machine Learning Engineers responsible for the productization of prototypes developed by data scientists; Oversee technical decisions of machine learning methods, technologies and engineering best practices; Collaborate with data scientists, product managers, software engineers and data engineers to design scalable state-of-the-art infrastructure to serve machine learning models in production; Research and adopt the best MLOps standards to design and develop scalable end-to-end machine learning pipelines Previous experience working in a similar role; Ability to implement Agile Frameworks (Scrum, Kanban); Strong proficiency in Python (and relevant ML-related libraries as PyTorch, JAX, TensorFlow) with experience writing production-grade code and maintaining production-grade web services; Experience with machine learning model development and deployment; Experience with MLOps frameworks and building machine learning pipelines; Experience with containerization technology (Docker/Kubernetes)
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