EXL
Location
Gurgaon | India
Job description
Summary of the role: We are seeking a highly skilled and motivated data scientist with a strong background in statistics, machine learning, and data analysis, as well as experience in working with large, complex data sets. An ideal candidate will have deep understanding and hands-on experience in using advanced statistical techniques to measure and monitor experiments, ability to collaborate with cross-functional teams, and communicate findings to stakeholders and contribute to decision making by providing actionable recommendations.
As part of your duties, you will be responsible for: • Work with the stakeholders to embed an advanced culture of statistically robust Experimentation, helping teams to make the right business decisions using robust evidence and reliable data. • Assist in the design of experiments to help team generate and test hypotheses, as well as interpret results to maximize learnings and prove real value across the business • Identifying opportunities to improve the quality of existing solutions through the addition of new data or application of alternative Data Science techniques • Defining problems, scoping and planning projects. • Manage the end-to-end delivery of the project and the relationship with the client • Coach junior team members on data science concepts and algorithms Qualifications and experience we consider to be essential for the role: • 4+ years of experience working as a data scientist • Strong proficiency in statistical analysis and programming – Python/R (python preferred) and SQL. • Experience of working in BFSI (Insurance preferred) • Ability to develop A/B test experimentation design and analysis as well as multi-variate testing • Proven experience in using advanced statistical techniques to design, run, and measure onsite and offsite experiments • Experience of using various resampling techniques to build distributions and estimate parameters • Knowledge of quasi-experimental evaluation methods • Experience working in AWS Sage Maker Notebooks. • Team management experience • Eager to learn and develop technical skills – also happy to share knowledge with others • Experience of working in Agile ways of working using Jira • Experience working directly with stakeholders • Analytical mindset and strong problem-solving skills • Excellent written and verbal communication skills Skills and Personal attributes we would like to have: • Advanced Analytics and Data Modelling – Implementing machine learning techniques and advanced statistical modeling such as Naïve Bayes, SVM, Random Forest, and Gradient Boosting. Guiding junior members of the team in building ML solutionsJob tags
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