Product Analyst - Team Lead - Risk
Bangalore, Karnataka
Analytics – Risk Product & Analytics /
On-roll /
On-site
About Us: Paytm is India's leading mobile payments and financial services distribution company. Pioneer of the mobile QR payments revolution in India, Paytm builds technologies that help small businesses with payments and commerce. Paytm’s mission is to serve half a billion Indians and bring them to the mainstream economy with the help of technology.
About the team:
The Credit Risk Product Team is at the core of our lending operations, ensuring that our risk assessment models are efficient, scalable, and compliant with regulatory frameworks. The team collaborates closely with data scientists, engineers, and business stakeholders to develop and enhance credit risk models, decisioning frameworks, and risk mitigation strategies. By leveraging advanced analytics and machine learning, the team continuously refines underwriting processes to optimize loan performance and reduce defaults.
About the Role:
We are looking for a motivated and curious AI & Data Product Analyst to join our team.
This role requires a deep understanding of real time and batch data pipelines and data modelling, including data ingestion, preparation, and integration to support various business cases. The analyst will be the subject matter expert on data availability and structure, guiding stakeholders on how best to leverage existing data assets. The analyst will continuously analyze the data assets and identify opportunities to optimize for cost and processing efficiency.
The role also requires a deep understanding of data architecture for conversational AI systems, The analyst will also analyze user interactions and product performance to generate actionable insights that drive continuous improvement of AI-driven conversational experiences.
You will work closely with data scientists, engineers, product managers, and business stakeholders to understand data requirements, design robust data solutions, and ensure the accuracy and availability of data for our analytical tools.
Expectations/ Requirements:
1. Collaborate with business teams to understand their data, analytical requirements.
2. Work closely with engineering teams to ensure business needs are met through effective feature development.
3. Contribute to the development and optimization of big data architecture and data pipelines for real-time and batch processing.
4. Support the definition and design of data architecture and pipelines required for conversational AI bots, including data ingestion, processing, annotation, and storage.
5. Analyze interaction data to inform the development and refinement of intent taxonomies, entity extraction, and dialogue management based on data-driven insights.
6. Analyze conversational AI interaction data to extract insights on user behavior, intent recognition accuracy, and dialogue effectiveness.Collaborate with AI engineers to integrate AI frameworks like LangChain, LangFlow, or other agentic AI platforms into product workflows.
7. Monitor and evaluate AI bot performance metrics, identify data quality issues, and recommend improvements.Translate business requirements into technical specifications for data architecture and AI product enhancements.
8. Stay updated on emerging conversational AI frameworks and tools, evaluating their applicability to business needs.
Key Skills Required:
1.Ideally have 2-5 years experience working on data analytics and business intelligence. Candidates from b2c consumer internet product companies are preferred.
2. Proven work experience on MS Excel, Google analytics,SQL, Data Studio, any BI Tool, business analyst or similar role.
3. Should be comfortable working in a fast-changing environment and ambiguous.
4. Critical thinking and very detail oriented.
5. In-depth understanding of datasets, data and business understanding.
6. Capable of demonstrating good business judgement.
Education: Applicants must have an engineering academic background with specialization in data science .
Why join us : We aim at bringing half a billion Indians into the mainstream economy, and everyone working here is striving to achieve that goal. Our success is rooted in our people’s collective energy and unwavering focus on the customers, and that’s how it will always be. We are the largest merchant acquirer in India.
Compensation: If you are the right fit, we believe in creating wealth for you With enviable 500 mn+ registered users, 21 mn+ merchants and depth of data in our ecosystem, we are in a unique position to democratize credit for deserving consumers & merchants – and we are committed to it. India’s largest digital lending story is brewing here. It is your opportunity to be a part of the story!
