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    Python ML Ops - Mumbai, India - LTIMindtree

    LTIMindtree
    LTIMindtree Mumbai, India

    1 week ago

    LTIMindtree background
    Description
    LTIMindtree


    is a global technology consulting and digital solutions company that enables enterprises across industries to reimagine business models, accelerate innovation, and maximize growth by harnessing digital technologies.

    As a digital transformation partner to more than 750 clients, LTIMindtree brings extensive domain and technology expertise to help drive superior competitive differentiation, customer experiences, and business outcomes in a converging world.

    Experience: 4-5 years of relevant experience2.

    Python :
    Able to efficiently manipulate data, perform data cleaning and preprocessing tasks. Experience with libraries like pandas, NumPy, scikit-learn, etc.3.

    Proficient in Statistical Analysis and Machine Learning:
    Strong foundation in statistical analysis and machine learning techniques, including regression analysis, clustering, classification, time series forecasting and model monitoring

    4 ML Ops :

    Maintain and retrain productionized ML models, ensuring reliability, performance, and accuracy through drift analysis, metric tracking, alerting, logging, model versioning, CI/CD integration, performance analysis, and collaboration with cross-functional teams.5.Optimization (Good to have): Exposure to Objective function, constraints, Gurobi, Or-tools and any type of solvers6.


    Communication:
    Adapt communication styles and levels of technical detail based on the audience's background. Demonstrate strong collaborative communication skills, including active listening and articulating ideas clearly.
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