The job in two lines
This role involves developing and implementing collection strategies using data science and analytics to optimize performance and meet regulatory requirements in the lending collections domain.
Summary by Rezifi's AI, from Paytm’s posting. Years and pay appear only when the posting states them.
What you'd do
- Develop collection strategies and ensure processes are followed
- Analyze data and implement collection strategies using data science
- Improve processes and collection strategies through A/B testing and data analysis
- Develop and implement advanced analytics approaches including statistical modeling
- Analyze big data to provide actionable insights
- Track Account-to-Collection Ratios (ACR) to optimize collections performance
- Conduct segmentation analysis and deploy strategies across buckets
- Devise Champion Challenger programs for higher resolution rates
Skills it is built around
- data-science
- statistics
- Probabilistic Modeling
- bigdata
- perform product testing
Required
- SQL
- Microsoft Excel
- segmentation analysis
- Champion Challenger programs
- Qualitative Analysis
- loss-forecasting strategies
- Behavioral Segmentation
- regulatory requirements
Nice to have
- Microsoft PowerPoint
- Tableau
- R
- Python
The facts
- Experience
- Not stated
- The posting names no number of years.
- Pay
- Not stated
- The posting states no pay.
- Level
- Senior
- Field
- Data analytics
The full posting
From Paytm’s careers site
As Paytm posted it. See the original
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.
Key Responsibilities:Collection Strategy & Analytics -Develop strategies for all collections related activities and ensure that the processes are followed as plannedAnalyzing the data and Implementing different collection strategies with Data ScienceRegular improvement in processes & collection strategies. A/B testing, data analysis and iterations.Develop and implement advanced analytics approaches including statistical modellingAnalyze big data (structured and unstructured) and understand trends to provide actionable insights that impact business bottom line.Break down the Loss forecasts into collections roll rates and recovery ratesTrack Account-to-Collection Ratios (ACR) by bucket to optimize collections performanceSegmentation analysis has to be conducted using analytical tools and strategies for each segment have to be deployed across buckets.Devise Champion Challenger programs showing Cost Vs Benefit analysis driving higher resolution rates across products and bucketsAnalyzing data: Performing quantitative and qualitative analysis on accounts.Developing strategies: Developing collection strategies based on insights from stakeholders.Implementing strategies: Working with the collection strategy support unit to implement and control the execution of strategies.Improving processes: Automating processes, data, and models to improve productivity.Forecasting losses: Increasing the accuracy of loss-forecasting strategies.Segmenting customers: Developing more effective contact strategies by segmenting customers, including behavioral segmentation.Meeting regulatory requirements: Applying individualized collection strategies to meet regulatory requirements.DRR tracking of FTE, TC, Field and AgencyAutomation and Enhancement of MIS reports
Technical skills : MS Excel + Powerpoint/ Tableau preferred. SQL/R/Python additional
Why Join Us:1. A collaborative output driven program that brings cohesiveness across businesses through technology 2. Improve the average revenue per use by increasing the cross-sell opportunities3. A solid 360 feedback from your peer teams on your support of their goals4. Respect, that is earned, not demanded from your peers and manager
Compensation : If you are the right fit, we believe in creating wealth for youWith 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’s your opportunity to be a part of the story!
Key Responsibilities:Collection Strategy & Analytics -Develop strategies for all collections related activities and ensure that the processes are followed as plannedAnalyzing the data and Implementing different collection strategies with Data ScienceRegular improvement in processes & collection strategies. A/B testing, data analysis and iterations.Develop and implement advanced analytics approaches including statistical modellingAnalyze big data (structured and unstructured) and understand trends to provide actionable insights that impact business bottom line.Break down the Loss forecasts into collections roll rates and recovery ratesTrack Account-to-Collection Ratios (ACR) by bucket to optimize collections performanceSegmentation analysis has to be conducted using analytical tools and strategies for each segment have to be deployed across buckets.Devise Champion Challenger programs showing Cost Vs Benefit analysis driving higher resolution rates across products and bucketsAnalyzing data: Performing quantitative and qualitative analysis on accounts.Developing strategies: Developing collection strategies based on insights from stakeholders.Implementing strategies: Working with the collection strategy support unit to implement and control the execution of strategies.Improving processes: Automating processes, data, and models to improve productivity.Forecasting losses: Increasing the accuracy of loss-forecasting strategies.Segmenting customers: Developing more effective contact strategies by segmenting customers, including behavioral segmentation.Meeting regulatory requirements: Applying individualized collection strategies to meet regulatory requirements.DRR tracking of FTE, TC, Field and AgencyAutomation and Enhancement of MIS reports
Technical skills : MS Excel + Powerpoint/ Tableau preferred. SQL/R/Python additional
Why Join Us:1. A collaborative output driven program that brings cohesiveness across businesses through technology 2. Improve the average revenue per use by increasing the cross-sell opportunities3. A solid 360 feedback from your peer teams on your support of their goals4. Respect, that is earned, not demanded from your peers and manager
Compensation : If you are the right fit, we believe in creating wealth for youWith 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’s your opportunity to be a part of the story!
More like this
- Program Management - Deputy General Manager - LendingPaytm · Noida · Posted 8 Sept 2026
- Product Management - Risk Product | Experience : 5-8 yrsPaytm · Bengaluru · Posted 6 Sept 2026
- Manager - Market Risk ( Broking industry preferred)Paytm · Mumbai · Posted 3 Sept 2026
- Program Management – Lending(Sales Planning & Distribution Strategy)Paytm · Mumbai · Posted 1 Sept 2026
- PPSL - Growth Management - P4B(Experience : 6-9 yrs)Paytm · Noida · Posted 17 Aug 2026
- Product Management - UPI Product | Experience : 3-5 yrsPaytm · Noida · Posted 14 Aug 2026