DS _ Data Scientist
Job Summary
Job Description
- Python Programming
- Statistical Modelling
- Machine Learning
- SQL & Excel
- Gaming Experience
- E-commerce Experience
- B2C Experience
- Advanced Statistics
11 skills required
Job Details
About the job
- 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
- 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
- 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
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About The Company
We are one of India's oldest online skill-gaming companies that develop and operate zeal-driven applications for online gaming enthusiasts. With more than 60 million+ users and multiple brand verticals like A23 Rummy, A23 Poker A23 Games and Cricket.com, Head Digital Works has come a long way in the past 17 years. What started from a small garage in 2006 with nothing but a dream - "To become India's leading online gaming portal" has now turned into one of the most profitable start-ups in India that have gone through cycles of angel, venture capital and private equity investments.
We're a diverse group of thinkers and doers who are reimagining what's possible to make it easier for all of us to do what we love in new ways.
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