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    Machine Learning Engineer - Bengaluru, India - Spigot Software Pvt Ltd

    Spigot Software Pvt Ltd
    Spigot Software Pvt Ltd Bengaluru, India

    3 days ago

    Default job background
    Description

    Job Description :
    Strong proficiency in Python SDK with a focus on ML (Scikit-learn) and OOP, including - Profiling - Parallel execution

    • Concurrent execution
    • Familiarity with frameworks such as TensorFlow and PyTorch
    • Hyperparameter optimization (HPO)
    • Knowledge in model development (regression, optimization, forecasting)
    • Experience with Azure cloud services
    • Must have experience with Azure Databricks (ADB)
    • Proficient in using GitHub for source code management (SCM)
    • Familiarity with GitHub Actions for CI/CD is a plus
    • Proven experience in source code packaging
    • Experience in Large Language Models (LLM), Prompt Engineering, LangChain/LammaIndex, and OpenAI APIs/Azure OpenAI.

    Job Description:

    • We are seeking a skilled Machine Learning (ML) Engineer with 45 years of experience in Python programming and a strong focus on ML frameworks such as Scikitlearn, TensorFlow, and PyTorch.
    • The ideal candidate should be proficient in Object-Oriented Programming (OOP) and possess expertise in various aspects of ML model development, including hyperparameter optimization (HPO), regression, optimization, and Develop and implement ML models using Python SDK with a focus on Scikitlearn, TensorFlow, and PyTorch.
    • Utilize OOP principles for efficient and scalable code development.
    • Conduct profiling and optimization of ML algorithms for improved performance.
    Implement parallel and concurrent execution techniques to enhance computational efficiency.

    • Perform hyperparameter optimization (HPO) to finetune ML models for optimal performance.
    • Collaborate with data scientists and domain experts to understand business requirements and translate them into ML solutions.
    • Deploy ML models on Azure cloud services, leveraging Azure Databricks (ADB) for scalable and efficient processing.
    • Utilize GitHub for source code management (SCM) and collaborate effectively with team members.
    • Implement Continuous Integration/Continuous Deployment (CI/CD) pipelines using GitHub Actions for automated testing and deployment (preferred).

    Skills Required:

    • Strong proficiency in Python programming language.
    • Experience with ML frameworks such as Scikitlearn, TensorFlow, and PyTorch.
    • Knowledge of Object-Oriented Programming (OOP) concepts.
    • Proficiency in profiling and optimizing ML algorithms.
    • Familiarity with hyperparameter optimization (HPO) techniques.
    • Experience in model development for regression, optimization, and forecasting tasks.
    • Handson experience with Azure cloud services.
    • Must have experience with Azure Databricks (ADB)
    for ML model deployment.

    • Proficient in using GitHub for source code management (SCM)
    .

    • Familiarity with GitHub Actions for CI/CD is a plus
    .

    )
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