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    Azure ML Engineer - Bengaluru, India - EXL

    EXL
    EXL Bengaluru, India

    5 hours ago

    EXL background
    Description

    EXL provides consulting and analytics support to fortune 500 companies across multiple industry domains. For this role, you will be helping a client of our Retail, Telecom and Media practice with Generative AI initiatives

    Responsibilities:

    · Deployment, monitoring, and maintenance of data pipelines and machine learning models in a production environment.

    · Collaborate with data engineers, data scientists, and IT teams to resolve technical issues and optimize data and ML workflows.

    · Maintain detailed documentation for data and ML operations processes, configurations, and updates.

    · Project task management with team spread across onshore and offshore locations.

    · Ownership of Client communication – gathering requirements, problem structuring and delivery of output.

    · Keep up to date with new tools & tech in the market, create point of view on where they fit in the ML Operations scope and how they support the client architectures.

    · Build capabilities in junior team members.

    Qualifications (Required):

    · 3+ years of experience in developing and deploying machine learning models.

    · Bachelor's or master's degree in economics, mathematics, computer science/engineering, operations research or related analytics areas

    · Extensive knowledge of ML tools and other services within the Azure ecosystem.

    · Strong software development skills in Python

    · Experience with building data pipelines in Airflow (or similar programmable tools)

    · Understanding of machine learning concepts and frameworks (e.g., TensorFlow, PyTorch)

    · Familiarity with version control systems (e.g., Git), CI/CD tools (Jenkins, Concourse, Ansible, Chef, Puppet etc.) and containerization technologies (e.g., Docker, Kubernetes)

    · Excellent problem-solving and communication skills

    Qualifications (Preferred):

    · Experience in Large Language Models (LLM) and prompt engineering.

    · Experience in OpenAI, Video Analytics, Audio Analytics.

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