Padmi

Data Scientist(Gen AI)-3-9Yrs-Delhi/NCR

Delhi NCRPosted 2 months ago
Data Science And StatisticsMid-levelFull Time; Regular
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Role & Responsibilities Overview: - Collaborate with business and data teams to define, design, and develop cutting edge AI/MLGen AI algorithms to solve real-world business problems - Analyze structured and unstructured data from a number of drivers in the interest of solving specific questions/problems with processes in the various functional areas - Communicate findings and results to non-technical stakeholders and provide actionable insights. - Optimize and fine-tune existing ML/AI models to improve their performance and accuracy. - Ensure data privacy and security practices are upheld throughout the AI development process. - Experience in using Python and hands on experience in building models with machine learning frameworks or algorithms - Develop/Support GenAI solutions for NLP involving LLM (Large Language Models) such as GPT, Flacon, and LLaMA among others, or for Computer Vision involving GANs, Diffusion models etc. - Track record in data modelling and data analytics tools like, SQL, Python and good knowledge in advanced analytics / Machine learning / NLP / statistical / data mining / Text mining techniques - Analyze structured and unstructured data from a number of drivers in the interest of solving specific questions/problems with processes in the various functional areas - Deliver industry best practices, and create code standards, presentations and other relevant documents basis stakeholder requirements. - Work in close collaboration with the Client team on establishing relationship with stakeholders, identify new opportunities, areas of growth - Provide Project, Client & Team Management and Monitor progress of deliverables on regular basis and ensure timely resolution of issues - Brainstorming on pain areas/Identifying reasons for issues/Issue Resolution, diagnosis of inefficiencies in the current process and figuring out ways to resolve it - Provide technical direction to project team members across data modeling, data manipulation, visualization, predictive modeling and reporting in projects across Insurance Value Chain - Facilitate client working sessions and lead recurring project status meetings Candidate Profile: - Bachelors/Master's degree in economics, mathematics, computer science/engineering or related areas; candidates with BA/S degrees in the same fields from the top tier academic institutions are also welcome to apply; Professional certifications including (but not limited to) CFA/CA/FRM are preferred) - 4 to 8 years experience in data science preferably in Finance domain (FP&A;, Forecasting expense, premium, capital, Budgeting etc.) - Relevant experience in building large scale machine learning or deep learning models (LLM) - Experience in using Python and hands on experience in building models with deep learning frameworks like Tensorflow, PyTorch, Keras etc. - Good knowledge of integration technologies like APIs or cloud computing technologies like Snowflake will be a plus - Demonstrated capability in adhoc data analysis and solving abstract or vague problems - Strong track record of achievement, solid analytical ability, and an entrepreneurial hands-on approach to work - Outstanding written and verbal communication skills - Able to work in fast pace continuously evolving workplace and ready to take up uphill challenges - Able to understand cross cultural differences and can work with clients across the globe Role & Responsibilities Overview: - Collaborate with business and data teams to define, design, and develop cutting edge AI/MLGen AI algorithms to solve real-world business problems - Analyze structured and unstructured data from a number of drivers in the interest of solving specific questions/problems with processes in the various functional areas - Communicate findings and results to non-technical stakeholders and provide actionable insights. - Optimize and fine-tune existing ML/AI models to improve their performance and accuracy. - Ensure data privacy and security practices are upheld throughout the AI development process. - Experience in using Python and hands on experience in building models with machine learning frameworks or algorithms - Develop/Support GenAI solutions for NLP involving LLM (Large Language Models) such as GPT, Flacon, and LLaMA among others, or for Computer Vision involving GANs, Diffusion models etc. - Track record in data modelling and data analytics tools like, SQL, Python and good knowledge in advanced analytics / Machine learning / NLP / statistical / data mining / Text mining techniques - Analyze structured and unstructured data from a number of drivers in the interest of solving specific questions/problems with processes in the various functional areas - Deliver industry best practices, and create code standards, presentations and other relevant documents basis stakeholder requirements. - Work in close collaboration with the Client team on establishing relationship with stakeholders, identify new opp

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