Machine Learning Engineer - Python Programming

Job Description : Responsibilities : - Design the data pipelines and engineering infrastructure to support machine learning systems at scale. - Take offline models data scientists build and turn them into a real machine learning production system. - Develop and deploy scalable tools and services to handle machine learning training and inference. - Identify and evaluate new technologies to improve the performance, maintainability, and reliability of machine learning systems. - Apply software engineering rigour and best practices to machine learning, including CI/CD, automation, etc. - Support model development with an emphasis on audibility, versioning, and data security. - Facilitate the development and deployment of proof-of-concept machine learning systems. - Automate the deployment and scaling of machine learning models in production. - Monitor and maintain the performance and accuracy of machine learning models in production. - Implement continuous integration and delivery pipelines for machine learning models. - Collaborate with data scientists, software engineers, and other stakeholders to ensure machine learning models' effective deployment and operation. - Ensure the security, privacy, and compliance of machine learning models and related data. - Stay up to date with the latest technology and industry trends in MLOps. Requirements : - Bachelor's or Master's degree in computer science, Information Technology, or a related field. - 3 years of experience in data engineering or a related field. - Experience building end-to-end systems as a Platform Engineer, ML DevOps Engineer, or equivalent. - Experience in MLOps tools like MLFlow or Azure Machine Learning. - Strong software engineering skills in complex, multi-language systems. - Fluency in Python. - 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 (ref:hirist.tech)

Location: bangalore, IN

Posted Date: 11/24/2024