Data Scientist

2 days ago

Pune, India Capgemini Invent 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

Data Science | 9 - 14 Years | Pune, Chennai, Kolkata, Gurgaon, Noida, Bangalore, Hyderabad, Mumbai

Data Science # Data Scientist #Data Mining # Deep Learning #Machine Learning #NLP

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