Designation: Senior Analyst Data Science
Experience: 3 to 5 years
Location: Chennai/Bangalore
Job Description:
- Expert on SQL and Python for data retrieval and model build
- Expert on Machine learning algorithms incl. GBM, Random Forest etc
- Good experience on churn, propensity models, cross sell, fraud, top-up models segmentation models, customer lifetime value etc.
- Experience with NLP and topic modeling, Advanced ML, GenAI experience are preferred.
- Ability to understand the overall project landscape and contribute to end-to-end delivery as needed.
- Demonstrated problem-solving skills, effective communication, and a collaborative team player.
Responsibilities:
- Work with business/LOBs to understand their problem and work with them to design effective solutions.
- Develop appropriate moderate to advanced level statistical and ML algorithms, test the quality and iterate till desired results are obtained
- Works independently on intermediate level data preparation, modeling, evaluation, and deployment tasks, with supervision on advanced level tasks
- Test development/deployment code to ensure smooth & accurate Productionisation of ML models
- Extract analytical insights and translate them to business insights; validate the insights with Manager and continuously improve upon interpretation skills.
- Work with the Sr. Data Scientist/Manager to present the insights and recommendations to stakeholders & create intuitive and detailed documentation as appropriate.
- Ensure coding as well as overall development best practices are implemented
- Contribute to collaboration and awareness in the global data and analytics community.
Skills:
- 3 to 5 years in the Data Science Domain
- Proficient in SQL, Python
- Expert on Machine learning algorithms incl. GBM, Random Forest etc.
- Good experience on churn, propensity models, cross sell, fraud, top-up models segmentation models, customer lifetime value etc.
- Experience with NLP and topic modeling, Advanced ML, GenAI experience are preferred.
