Sr. Data Scientist

Location: Bengaluru, Karnataka

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Role – Sr. Data Scientist
Exp. – 12 – 20 years
Location – Pune/Bangalore

Job Description:

  • BE or MS or PhD degree in Computer Science, Artificial Intelligence, Machine Learning, or a related technical field.
  • Deep learning experience with Tensorflow and Keras or Pytorch is must
  • Experience with the following is preferred
  • Different data processing libraries such as Numpy, Scipy, Pandas, Matplotlib, Scikit-learn
  • Experience with one or more general purpose programming languages including but not limited to: Python (Must), R, Java, or C/C++.
    • Different Networks CNN, RNN, LSTM, Transformer Based models, GAN, Reinforcement Learning
    • Familiarity with different model architectures AlexNetm, ResNet, MobileNet etc., in Computer Vision & BiLSTM, Bert family models.
    • Experience with distribution strategies for data and model parallelism
    • Development of mobile applications with tensorflow (TF Lite)
    • Experience in the development of End-to-end production based models. Cloud deployment of any machine learning models
    • Understanding of advanced machine learning data pipelines components including Data Versioning, Code Versioning, Solution Versioning, Drift detection, Model Interpretability & Explainability.
  • Experience with Structured Data Machine Learning techniques
    • Used AutoML techniques.
    • Worked or knowledge on distributed computing example Spark.
  • Experience with open source systems such as MLFlow, DVC, PyCaret, Prophet etc.

12.00-20.00 Years

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