Data Science-Senior Associate
- Bangalore, Karnataka
- Permanent
- Full-time
- Skilled in optimizing systems and user experiences through advanced modeling and analysis, identifying bottlenecks, and improving overall efficiency and retention across global markets
- Experienced in applying predictive and prescriptive analytics to enhance system performance, leveraging machine learning techniques to analyze large datasets, and improve overall processes
- Strong understanding of transactional data and relational databases for detailed analysis,creating interactive visualizations, and conducting ad-hoc inquiries to drive insights and decision-making
- Solid understanding of statistics, including statistical tests, and distributions relevant to user payments journey analysis, funnel analysis, AB testing and product services optimization
- Experience in data analysis, including data cleansing, standardization, and preparation for machine learning applications within digital payment systems
- Proficiency in machine learning frameworks and tools (e.g., scikit-learn, mlr, caret, H2O, TensorFlow, Pytorch, MLlib)
- 4+ years’ experience in advanced programming skills in SQL and Python/Pyspark, especially in the context of large-scale transactional data
- Expertise with visualization tools (e.g., Tableau, PowerBI, Hydra) and MS applications
- Experience in building ML models in cloud environments (At least 1 of the 3: Azure ML, GCP’s Vertex AI platform, AWS SageMaker)
- Experience in applying Large Language Models (LLMs) to enhance customer service automation, fraud detection, and transaction analysis within digital payment systems, utilizing NLP techniques for text-based insights and decision-making
- Good Communication and presentation skills