Senior ML engineer - Pune, India - Allianz Services

    Allianz Services
    Allianz Services Pune, India

    1 week ago

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    Description

    Designation - Senior ML Engineer

    Experience - 04 to 10 Years

    Job Location – Pune or Trivandrum

    Key Responsibilities:


    • Lead end-to-end development and delivery of Machine-Learning applications, emphasizing operations and monitoring.


    • Collaborate with multidisciplinary teams to understand business requirements, identify ML workflow requirements, improve processes, and implement new features.


    • Perform software engineering tasks: requirements analysis, design, implementation, testing, deployment, code maintenance, etc.


    • Develop pipelines for deployment and operation of ML applications, following CI/CD best practices.


    • Implement optimization techniques to ensure efficient model inference, reducing computational costs and improving response times.


    • Collaborate with Back-End Engineers to ensure the infrastructure supports the demands of the model, especially concerning GPU resources, memory, and storage.

    Requirements:


    •     Degree in a quantitative or engineering field like Computer Science, Physics, Mathematics, Statistics, etc.


    • 3-5 years of relevant professional experience in end-to-end data projects, from data cleaning to productionizing ML models.


    • Several years of Python programming experience and overall strong software development skills


    • Demonstrated knowledge of CI/CD pipelines, Jenkins & GitHub actions.


    • Solid understanding of machine learning product lifecycle and the commonly associated components (MLOps)


    • Expertise in ML model deployment (familiar with REST APIs) and monitoring.


    • Experience with containerization technologies such as Docker and Kubernetes.


    • Solid knowledge of at least one major cloud platform, preferably Azure Cloud.