Bombay Softwares - Navi Mumbai, India - Bombay softwares

    Bombay softwares
    Bombay softwares Navi Mumbai, India

    3 weeks ago

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    Description

    We are looking for a Machine Learning Engineer to help us create artificial intelligence products. Responsibilities include creating machine learning models and retraining systems. To do this job successfully, you need exceptional skills in statistics & programming.

    Your ultimate goal will be to shape and build efficient self-learning :

    • Prepare and maintain metadata for different data models.
    • Research and implement appropriate ML algorithms and tools.
    • Train and optimise ML/DL models.
    • Deploying models to production.
    • Extend existing ML libraries and frameworks.
    • Integrate existing ML services to the system.
    Qualification & Skills :

    Mandatory :
    • Minimum 3 years of work experience in Machine Learning/Deep Learning.
    • Deep knowledge of maths, probability, statistics, linear algebra, coordinate systems and algorithms.
    • Understanding of data structures, data modelling and software architecture.
    • Ability to write robust code in Python.
    • Hands-on experience with NumPy, Pandas, MatplotLib, Seaborn, OpenCV, Scikit-Learn, NLTK, Spacy libraries.
    • Familiarity with machine learning frameworks like Keras, TensorFlow and PyTorch.
    • Hands-on experience with generative AI and Transformer models.
    • Hands-on experience training a deep learning model, hyper parameter tuning.
    • Knowledge of Relational and NoSql databases.
    • Knowledge of model optimisation, TfLite, Onnx and OpenVino.
    • Outstanding analytical and problem-solving skills.
    • Familiarity with MLOps and end to end machine learning pipelines.
    • Good to Have
    • Knowledge of R programming language.
    • Hands on with reinforcement learning algorithms.
    )