Responsibilities:• Develop an in-depth understanding of user journeys and generate data driven insights & recommendations to help product and customer success teams in meticulous decision-making.• Define and analyse key product data sets to understand customer and product behaviour.• Work with stakeholders throughout the organization to identify opportunities for leveraging data to identify areas of growth and build strong data backed business cases around the same.• Perform statistical analysis/modelling on data and uncover hidden data patterns and correlations.• Perform feature engineering and develop and deploy predictive models/algorithms.• Coordinate with different teams to implement and deploy AI/ML driven models.• Conduct ad-hoc analysis around product areas for growth hacking and produce consumable reports for multiple business stakeholders.• Develop processes and tools to monitor and analyse model performance and data accuracy.
Technical Skills:• At least 4-6 years of experience of working with real-world data and building statistical models.• Hands-on experience of programming with Python, including working knowledge of packages like Pandas, Numpy, SciPy, Scikit-Learn,Seaborn,Plotly etc.• Hands-on knowledge of SQL and Excel.• Deep understanding of key supervised and unsupervised ML algorithms – should be able to explain what is happening under the hood and their real-world advantages/drawbacks.• Strong foundation of statistics and probability theory.• Knowledge of advanced statistical techniques and concepts (properties of distributions, statistical tests, simulations, Markov chain etc.) and experience with applications.
Other Skills:• Preferred Domain Experience: Gaming, E-Commerce, or any B2C experience.• Ability to break a problem into smaller chunks and design solution accordingly.• Ability to dive deeper into data, ask right questions, analyse with statistical methods and generate insights.• Ability to write modular, clean and well-documented code along with crisp design documents.• Strong communication and presentation skills.