Machine Learning Scientist (Debt Collection)

About Yubi

Yubi, formerly known as CredAvenue, is re-defining global debt markets by freeing the flow of finance between borrowers, lenders, and investors. We are the world's possibility platform for the discovery, investment, fulfillment, and collection of any debt solution. At Yubi, opportunities are plenty and we equip you with tools to seize it.

In March 2022, we became India's fastest fintech and most impactful startup to join the unicorn club with a Series B fundraising round of $137 million.

In 2020, we began our journey with a vision of transforming and deepening the global institutional debt market through technology. Our two-sided debt marketplace helps institutional and HNI investors find the widest network of corporate borrowers and debt products on one side and helps corporates to discover investors and access debt capital efficiently on the other side. Switching between platforms is easy, which means investors can lend, invest and trade bonds - all in one place. All of our platforms shake up the traditional debt ecosystem and offer new ways of digital finance.

Spocto - Debt recovery & risk mitigation platform

So far, we have on-boarded over 17000+ enterprises, 6200+ investors & lenders and have facilitated debt volumes of over INR 1,40,000 crore.

Backed by marquee investors like Insight Partners, B Capital Group, Dragoneer, Sequoia Capital, LightSpeed and Lightrock, we are the only-of-its-kind debt platform globally, revolutionizing the segment.

At Yubi, People are at the core of the business and our most valuable assets. Yubi is constantly growing, with 1000+ like-minded individuals today, who are changing the way people perceive debt. We are a fun bunch who are highly motivated and driven to create a purposeful impact. Come, join the club to be a part of our epic growth story.

About the Role

We seek a skilled Data Scientist to join our team and help build “Collection Campaign Recommendations / Optimizations”

As a Data Scientist, you will be key in designing, developing, and deploying ML / RL models that experiments and optimizes the collection campaigns across digital,telecalling and field. Your experience in machine learning and strong Python programming skills will be crucial in driving innovation and business value for our clients.

Key Responsibilities

• Develop, implement, and maintain advanced analytical models and algorithms specifically geared toward improving debt collection processes.
• Collaborate with business stakeholders to identify key opportunities for data-driven improvements in debt collection strategies.
• Enhance existing models and incorporate new data sources to continuously optimize our approach.
• Own the end-to-end process of metric design, tracking, and reporting related to debt collection performance.
• Continuously improve and update metrics to align with business objectives and regulatory requirements.
• Communicate findings effectively with both technical and non-technical stakeholders.
• Stay abreast of the latest industry trends, tools, and best practices in analytics and debt management.

Required Skills

Technical Skills

Domain Skills ( Good to have )

Education and Experience