Data Science
Pune, India
Must have:
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Over 4 years of experience in Data Science
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Ability to gather domain specific knowledge of the data
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Experience on EDA, Deep Learning (DL), Machine learning (ML), statistical analysis, and classification techniques
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Ability to build and fine tune machine learning algorithms which are first used at a proof-of-concept stage and then at a production level
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Experience in translate prototypes into new products
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Experienced working on NLP
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Working experience on Programming languages like Python, R (Python preferred)
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Experience on SQL, MongoDB, PostgreSQL
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Good Knowledge of Machine Learning Libraries: Numpy, Scipy, Scikit-learn, Theano, TensorFlow, Keras, PyTorch, Pandas, Matplotlib
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Understanding of Statistical Techniques
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Selecting features, building and optimizing classifiers
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Prior experience in processing, cleansing, and verifying the integrity of data used for analysis
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A basic understanding of the graphs, chart libraries used for Data Visualization
Good to have:
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Should have good quantitative skills
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Experience working on large-scale implementations