Data Scientist – Capgimini Full Time

• Develop strategies to solve problems in logical yet creative ways
• Helping & Managing teams of data scientist and produce project deliverables
• Identify and address client needs in different domains.
• Processing, cleansing and verifying the integrity of data used for analysis. Data mining and performing EDAs using state-of-the-art methods
• Selecting features, building and optimizing classifiers / regressors, etc. using machine learning & deep learning techniques
• Help enhance data collection procedures to include information that is relevant for building analytical systems
• Doing ad-hoc analysis and presenting results in a clear manner
• Follow and help improve with ‘Analytics-Delivery’ procedures using detailed documentations
• Create custom reports and presentations accompanied by strong data visualization and storytelling
• Present analytical conclusions to senior officials in a company and other stakeholders

Primary Skill

• Proficient in data mining and data cleansing techniques
• Excellent understanding and hand-on experience of data-science and machine learning techniques & algorithms for supervised & unsupervised problems, NLP and computer vision. Good applied statistics skills, such as distributions, statistical inference & testing, etc.
• Excellent understanding and hand-on experience on building Deep-learning models for text & image analytics (such as ANNs, CNNs, LSTM, Transfer Learning, Encoder and decoder, etc).
• Proficient in coding in common data science language & tools such as R, Python, Go, SAS, Matlab etc.
• Experience with common data science toolkits, such as NumPy, Pandas, StatModel, Scikit learn, SciPy, NLTK, Spacy, Gensim, OpenCV etc.
• Experience with common data science frameworks such as Tensorflow, Keras, PyTorch, XGBoast, H2O etc.
• Exposure or knowledge in cloud (AWS/ GCP/ Azure) and big data technologies such as Hadoop, Hive, MapReduce, Pyspark etc.
• Familiarity with database systems of SQL and NoSQL
• Familiarity with data visualization tools such as Tableau, MS PowerBI etc
• Ability to think creatively to solve real world business problems
• Good presentation skills. Proficient in verbal and written communication