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- Key Reponsibilities:
- Work with cash-flow, behavioural and traditional bureau datasets
- Upgrade and maintain risk products, end-to-end loan decisioning products, zero manual intervention products
- Create/Ideate/Innovate on frameworks for credit risk, ops, credit offers, fraud and required model development/updates
- Primary Requirements (Must-have):
- 1-4 years of experience in data-science
- Hands-on modeling experience in ANN, RF & GBM
- Expertise in Python and knows atleast one object oriented programming language.
- Understands retail lending
- Expertise in feature generation and data sanity
- Keen on problem solving and aptitude for learning
- Preffered Qualifications:
- Must have delivered atleast one data product end-to-end
- Previous experience in banks/NBFC(s)/fintechs
- Knows SCALA/JAVA
- Experience in deploying Machine Learning and Deep Learning techniques
- Understands the concepts of hyper-parameter optimization and various techinques to achieve the
- same, primarily Genetic and Bayesian approaches
- Framework(s) approach to problem solving and ability to break down broader problem statements
- to hypothesis and validate
- Keeps a track of recent developments in the ML & DL space
- Belongs to Tier1 colleges (IIT/NIT/BITS etc.)
- Female Cndidates Prefered
- About the team:
- The team is responsible for conceptualizing and productionization of the data-products at CreditVidya
- which are key to CreditVidyas B2B and B2B2C/B2C business which includes but is not limited to
- Credit Risk, Leverage, Fraud, end-to-end loan decisioning products. We are among the few teams in
- Indian fintech space who has successfully implemented large-scale ML and DL models and has the pride
- of having patented an inhouse state-of-the-art unstructured to structed data transformation NLP technique.
- Awards to the team:
- -2019 Best AI Startup Award from India FinTech Forum
- -2018 Gartner's Cool Vendors in AI for Fintech in Asia/Pacific
- -2017 Amazon India AI Conclave Award in FinTech category
Data Scientist - Hyderabad, India - R3 Consultant
Description
Roles & Responsibilities