Data Science Analyst
GurugramFull-time6–7 yrsPosted today
Senior data science role at Citi in Gurugram. Needs 6–7 years and a PhD or M.Sc.
About the role
The role will be in the Data Science and Modeling of North America Consumer Bank team The role will report to the AVP / VP leading the team The NGA modeling team will focus on the following areas of work: Client Obsession – Create client centric analytic solution to business problems. Individual should be able to have a holistic view of multiple businesses and develop analytic solutions accordingly.
What you'll do
- Work with large and complex datasets using a variety of tools (Python, PySpark, SQL, Hive
- Primary focus areas include model training/fine-tuning, model validation, model deployment, and model governance related to multiple portfolios
- Design, fine-tune and implement LLMs/GenAI applications using techniques like prompt engineering, Retrieval Augmented Generation (RAG) and model fine-tuning
- Responsible for documenting data requirements, data collection/processing/cleaning, and exploratory data analysis
- Incumbents in this role may often be referred to as Data Scientists
What you need
- Machine learning
- SQL
- Python
- Deep learning
- Statistics
- Spark
Good to have
- R
- LLMs
- Prompt engineering
- Data visualisation
- AML
- Hive