Comviva Technologies
This listing was posted on hirist.
Comviva - Data Scientist - Big Data/Machine Learning (6-10 yrs) Gurgaon/Gurugram
Location:
Gurgaon/Gurugram
Description:
Work Mode- Work From officeJob Description :The finance industry has ignored billions of deserving individuals. We are a mission driven team of finance, analytics and technology professionals, focused on driving financial inclusion to serve the underserved across their credit, savings and financial needs.This role will lead a team of data scientists which is responsible for development, monitoring and driving continuous enhancements to create best in Class models/algorithms to assess risk, churn and uptake across the customer life cycle.What we look for : - Expertise in Big Data/ML : Should be able to build cutting edge credit/churn/usage models using advanced algorithms in a big data/Machine Learning environment. Should have hands on experience and track record of delivering projects in individual capacity.- Process oriented : Should help in building a process that maximizes operating efficiency while maintaining risk across multiple lending cycles. There needs to be an obsession with collecting and analyzing data to drive business iterations and improvements.- Team Leadership : Should have a track record of leading people effectively functionally driving deliverables as well as nurturing, motivating, and developing the team to drive employee engagement. Willingness to go above and beyond: For start-ups, the responsibilities and needs of the business change quickly.We're looking for someone who is not afraid to take on calculated risks and can deal with ambiguity.Job Responsibilities :- Own the end-to-end delivery of models/algorithms across customer life cycle, Develop innovative credit risk / churn / usage models using mobile wallet transaction data, Call data, Telecom usage data, customer bureau data etc.- Define a roadmap for data collection across telcos, credit bureaus, merchant partners & other 3rd party data sources; deliver on prioritized initiatives to continuously refine models- Partner with the Data Engineering team to define the required data pipelines to build and enhance the feature bank (foundational capability) to build/deploy the various ML algorithms both for batch and real time use cases.- Collaborate with credit policy/portfolio mgmt team to drive P&L outcomes.- Building reports for model monitoring and drive enhancements Required Qualifications & Skills :- Solid expertise in end-to-end risk model lifecycle management (develop, deploy, monitor)- Previous hands on in credit, fraud, churn model development and deployment- Previous experience in PD/EAD/LGD model development/validation- Experience in CSI/PSI model monitoring process.- Hands on experience in data extraction using SQL/Pyspark SQL; data cleaning, feature creation and building models using Py Spark/Python on Spark; Scale will be a plus.- Experience leading a data science team with functional ownership/responsibilities.Previous exposure to below algorithms (preferably multiple) :- Logistic Regression- Random forest- XGBOOST- Markov Chain- PSI/CSI for model monitoring- Strategy performance tracking and swap in / swap out analysis.- Strong entrepreneurial drive.Good to have :- Good business understanding of the fintech/consumer finance space.- Experience in working with credit card / personal lending space, esp fintech - Hands on experience in working with Telecom data. (ref:hirist.tech)
Visit Our Partner Website
This listing was posted on another website. Click here to open: Go to hirist
Important Safety Tips
- Always meet the employer in person.
- Avoid sharing sensitive personal and financial information.
- Avoid employment offers that require a deposit or investment.
To learn more, visit the Safety Center or click here to report this listing.
More About this Listing: Comviva - Data Scientist - Big Data/Machine Learning (6-10 yrs) Gurgaon/Gurugram
Comviva - Data Scientist - Big Data/Machine Learning (6-10 yrs) Gurgaon/Gurugram is a Science & Pharmaceutical Scientist Job at Comviva Technologies located in India. Find other listings like Comviva - Data Scientist - Big Data/Machine Learning (6-10 yrs) Gurgaon/Gurugram by searching Oodle for Science & Pharmaceutical Scientist Jobs.
Comviva - Data Scientist - Big Data/Machine Learning (6-10 yrs) Gurgaon/Gurugram is a Science & Pharmaceutical Scientist Job at Comviva Technologies located in India. Find other listings like Comviva - Data Scientist - Big Data/Machine Learning (6-10 yrs) Gurgaon/Gurugram by searching Oodle for Science & Pharmaceutical Scientist Jobs.