Data Scientist

1 Year ago • 2-6 Years • Data Analysis

Job Summary

Job Description

Data Scientist with 2-6 years experience in Python, SQL, ML, statistical modelling, and data analysis for insights and recommendations.
Must have:
  • Python programming
  • SQL experience
  • ML algorithms
  • Statistical modelling
Good to have:
  • Gaming experience
  • E-Commerce experience
  • B2C experience
  • Advanced statistics

Job Details

About the job

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 analyze key product data sets to understand customer and product behavior.

  • 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 stake holders.
  • Develop processes and tools to monitor and analyse model performance and data accuracy.

Technical Skills:

  • At least 2-6 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, analyze 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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