Sr. Data Scientist

HomeSr. Data Scientist

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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