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Senior Data Scientist

2 months ago


bangalore, India Piramal Capital & Housing Finance Limited Full time
QUALIFICATION:
Graduate or Post Graduate in Engineering or Statistics
EXPERIENCE:
Masters/Bachelors from Tier 1/1+ college
4-6 years of relevant experience preferably in Financial Services Industry
>=2 years of experience in analytics, ML and AI
KEY ROLES AND RESPONSIBILITIES:
Build different types of risk models in the retail lending space
Conduct Root Cause Analysis of deviations in model predictions & suggest ways to incorporate the same in the model
Periodic review of credit risk models
Collaborate with various stakeholders & drive model integrations in journey
Mentor junior members on the team
ESSENTIAL SKILLS:
Hands-on experience in Python/SQL
Understands fundamental principles of Regression, Trees, Bagging, Boosting & Neural networks
Has deployed & monitored ML models
People Management Skills
PREFERRED SKILLS:
Has a good idea of embeddings & transformers
Follows LLM space & worked on prompt engineering
Understands RAG framework & ways to fine-tune SLM/LLM