Senior Machine Learning Engineer

1 week ago

thane, India beBeeMachine Full time

Job OverviewWe are seeking a highly skilled and experienced Senior ML Engineer to join our team. As a key member of our organization, you will be responsible for designing and implementing machine learning pipelines, developing scalable tools and services, and working with clients to build requirements and track progress.Key Responsibilities:Design and implement data pipelines and engineering infrastructure to support enterprise machine learning systems at scale.Develop and deploy scalable tools and services for machine learning training and inference.Identify and evaluate new technologies to improve performance, maintainability, and reliability of machine learning systems.Apply software engineering rigor and best practices to machine learning, including CI/CD, automation, etc.Support model development, with an emphasis on auditability, versioning, and data security.Facilitate the development and deployment of proof-of-concept machine learning systems.Qualifications:Experience building end-to-end systems as a Platform Engineer, ML DevOps Engineer, or Data Engineer (or equivalent).Strong software engineering skills in complex, multi-language systems.Fluency in Python.Comfort with Linux administration.Experience working with cloud computing and database systems.Experience building custom integrations between cloud-based systems using APIs.Experience developing and maintaining ML systems built with open source tools.Experience developing with containers and Kubernetes in cloud computing environments.Familiarity with one or more data-oriented workflow orchestration frameworks (KubeFlow, Airflow, Argo, etc.).Ability to translate business needs to technical requirements.Strong understanding of software testing, benchmarking, and continuous integration.Exposure to machine learning methodology and best practices.Exposure to deep learning approaches and modeling frameworks (PyTorch, Tensorflow, Keras, etc.).Requirements:4+ years of experience.BE/B.Tech/MCA/M.Sc/M.Tech degree.

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