Data Scientist

3 weeks ago

Pune, Maharashtra, India Comviva Full time
Location- Bangalore/Gurgaon/Pune

Job Title : Data Scientist

We are looking for a Data Scientist who is Self-motivated, able to upskill to industry demands and has good analytical skills. The candidate should be able understand and adept at handling large data sets and develop & evaluate models to test the effectiveness of the models. Candidate must have strong experience using a variety of data mining/data analysis methods, using a variety of data tools, techniques to develop models using labelled and unlabelled data, generating simulation data. Candidate should be able to work with all types of data – text, numeric, structured, unstructured, image, voice or video etc.

Responsibilities

- Analyse data sets from different products from production and identify patterns.
- Turn raw data into meaningful information that enterprises can use to improve their businesses
- Assess the effectiveness and accuracy of new data sources and data gathering techniques.
- Develop custom data models and algorithms to apply to data sets.
- Coordinate with different functional teams to implement models and monitor outcomes.
- Develop processes and tools to monitor and analyse model performance and data accuracy.

Qualifications

- Strong problem solving skills with an emphasis on product development.
- Experience in Gen AI
- A drive to learn and master new technologies and techniques.
- Experience using statistical computer languages (R, Python etc.) to manipulate data and draw insights from large data sets.
- Experience working with different data architectures. Knowledge and experience in statistical and data mining techniques.
- Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
- Prior experience in working on zero touch solutions can be an advantage
- We're looking for someone with 3-5 years of experience manipulating data sets and building statistical models, has a Bachelors or master's in computer science or another quantitative field, and is familiar with the following software:
- Coding knowledge and experience with several languages Python, R
- Experience with Python and common data science toolkits like Jupyter, Pandas, Numpy, Scikit-learn, TensorFlow, Keras etc.
- Knowledge and experience in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc.
- Experience in using different types of Databases - RDBMS, Graph, No-SQL etc.

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