• 5+ yrs of industry experience on customer projects involving model development and deployment
• Provide AI/ML solution to business problems in BFSI domain and work with relevant stakeholders to provide actionable insights and data science solutions
• Hands-on model selection, training and tuning
• Data processing, feature engineering, feature selection and model fitting for in memory and out of memory data
• Hands on knowledge of Python, SQL and related ecosystem of frameworks for model development and deployment (scikit-learn, Keras, tensorflow, pytorch, tensorflow, nltk, sagemaker)
• Strong understanding of statistical modelling/machine learning/data mining/NLP/computer science concepts. Application of these across multiple deliverables in production with real users. NLP/Text analytics experience is required.
• Expertise in working with Large Language Models, particularly GPT (Generative Pre-trained Transformer) variants
• Experience with cloud technologies (AWS/Azure/GCP etc) for model development and preferably deployment
• Ability to apply mathematics, machine learning, or quantitative analysis to solve sophisticated problems and deliver innovative solutions with keen attention to detail
• Strong interpersonal, communication and presentation skills: ability to tell a clear, concise, actionable story with data, to folks across various levels of the company.

Good to Have -

• Knowledge of Big Data tools and computational analytics is plus
• Spark/pyspark, model development and deployment on cloud, model serving
• Graph data modelling, graph analytics/data science, graph dashboard/reports visualization and hands on graph analytics tools/dbs (e.g. neo4j/tigergraph, networkX, graphx)