Senior Data Science Engineer
4 weeks ago
Job Description :
We are looking for :
- 6-8 years of overall experience and 4 yrs or more into Data Science projects, ML Engineering and Modelling
- Hands on experience with Python programming and managing the environment for python projects.
- Implementation experience of algorithm categories like Classification, Regression, Parametric and Non-Parametric statistics .
- Hands-on experience with Numpy, Pandas , Sklearn , Tensorflow , Keras , Pytorch, XGBoost, GBM , Random Forest etc.
- Ability to address a deep learning problem with feature engineering and modeling steps with CNN , RNN , LSTM , GAN etc.
- Develop a flask app and deploy with any cloud service , containerization of solution .
- Manage and work with multiple tools like Pycharm , Jupyter notebooks , R Studio , Azure ML Studio etc .
- Hands-on with any one of the public clouds like Azure or AWS for ML projects.
- Create visualizations on matplotlib , dash or voila for business consumers .
- Understanding of end to end machine learning implementation and lifecycle .
Good to have :
- MLops experience with AzureDevOps , Github+Jenkins etc
- Worked with data engineering teams on creating complete data science pipelines.
- Knowledge of agile concepts and manufacturing domain.
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