Lead Data Scientist - Machine Learning Models

RESPONSIBILITIES : - Develop customer level response models, propensity models, risk models, and- profitability models leveraging credit bureau and as well as alternate data for credit cards- and personal loan products. - Build a consumer centric marketing engine to optimize marketing spend for millions of- prospects across multiple products (personal loans and credit cards) and channels (i.e. direct mail, digital marketing, partners, existing customers and aggregators). - Develop and automate pre-screen credit policy for prospects across different products- and channels. - Lead- initiatives to drive business value from start to finish including project planning,- communication and stakeholder management. - Lead- discussions with compliance, partners and model risk management teams to facilitate the model governance activities such as model validations and monitoring. - Build experimental design-based testing framework for rapid experimentation and- learning. - Build end-to-end reusable ML pipelines from data acquisition to model output delivery. - Lead- and mentor data scientists that solve business problems leveraging AI/ML. - Communicate and partner with client engagement leader. REQUIREMENTS : - 5 years data science experience in developing and deploying machine learning- models, preferably with targeting and credit risk models and strategies. - Hands on experience leveraging machine learning techniques such as Gradient- Boosting, Clustering, Logistic Regression or Random Forest to solve real world problems. - 5 years of hands-on experience with data extraction, cleaning, analysis and building- reusable data pipelines; Proficient in Python. - Spark SQL and/or Hive. - 5 years of experience in leveraging modern machine learning toolset and programming- languages such as Python. - Excellent written and oral communication skills. - A relentless problem solver and out of the box thinker with a proven track record of- driving business results in a timely manner. - Strong stakeholder management and project management skills. Work Location : Remote. (ref:hirist.tech)

Location: bangalore, IN

Posted Date: 11/15/2024