Senior Data Scientist
Introduction :
- Today, we are India's largest mobile and online games business. RummyCircle, our skill games division, operates RummyCircle, India's highest grossing mobile and online game. Ultimate Games, our freemium mobile games division, already operates 4 games with its first game Ultimate Teen Patti being the top-grossing card game on Google Play. We are funded by Tiger Global, a New York-based investment firm that has made significant investments in some of the most successful Internet companies in India.
The Games 24x7 Ethos :
- At Games24x7 we are passionate about one and only one thing- providing the best possible playing experience to our players. We take immense pride in our work and believe that the best way to serve our players is by listening to them. We listen to the sound of every click that our players make or don- t make when they are with us. We believe very strongly in experimenting, but in the true spirit of experiments, we insist that every new idea is either backed by data or be eventually provable by data.
- Every experiment has at its genesis an idea. The Games 24x7 idea hierarchy is flat and new ideas can come from anywhere, but every idea goes through the same process - vigorous debate, arguments, data validation, and every so often, from this grueling yet immensely satisfying process comes one addition to our product, operating or marketing strategy. This is the essence of life at Games 24x7.
The Games24x7 Vision
- With smartphone users expected to cross 500 million by 2018, the rummy industry in India will grow 10-fold and the relatively more nascent freemium games industry will grow 70-100 fold. Our goal is to lead the growth of the rummy industry and continue to hold the dominant leadership position we hold today with RummyCircle.
- At the same time, capitalizing on the very strengths that helped us build RummyCircle into India's largest mobile and online game, we will build Ultimate Games into the dominant leader in the freemium mobile games industry.
The Games24x7 Team Member :
- People who have risen the fastest in our company are those that have a keen eye for detecting critical business problems and then solving them. The Games 24x7 work atmosphere is very amiable, and at the same time always charged with excitement.
- The dynamic nature of our business ensures that all our team members are able to see how their contributions benefit the business. We encourage our team members to take responsibility and grow into future leaders in our company and the industry.
We are looking for: Senior Data Scientist
Position/Role Description :
- Tracking and analyzing data to understand what our players are telling us through their actions is critically important to attract and retain our valued players by improving their game playing experiences in innovative ways. Towards this mission, at Games 24x7, we are building a world class data science team which will provide critical inputs into both strategic and tactical business decisions, and thereby improve return on investment.
- A Senior Data Scientist is an important cog in the wheel in this direction, who will interact with business groups to understand critical business problems, identify specific analytics and machine learning problems and solution approaches to address the complex problems, and manage and mentor junior data scientists to create cutting-edge data-driven systems and technologies that can considerably impact the business outcomes.
Job Responsibilities :
- Use of cutting-edge data mining, machine learning techniques for building advanced recommender systems, knowledge management, and insight generation.
- Understand business challenges and goals to formulate the approach for data analysis and model creation that will support business decision making.
- Take analytical objectives and define data requirements in terms of size, format, and cleansing needs for purposes of analysis, modeling/segmentation and reporting
- Research on innovative technologies to come up with novel data mining, modeling/segmentation approaches required to solve unique and complex business problems.
- Interpret, document and present/communicate analytical results to multiple business disciplines, providing conclusions and recommendations based on customer-centric data.
- Building intelligent systems leveraging the vast amount of available user/ behavior data to enrich the end user experience
- Manage and mentor other data scientists and associate data scientists.
Job Requirements :
- Masters - (with 4+ years of experience) Or Ph.D. (with 0 - 2 years of experience) in a relevant field such as Probability, Statistics, Machine Learning, Data Mining, Artificial intelligence/Computer Science.
- Experience with building data analytics models via supervised and unsupervised machine learning, statistical analysis, and predictive modeling techniques.
- Understanding of statistical modeling/machine learning/ data mining concepts and strong analytical and quantitative problem-solving ability.
- Strong background and experience in using R, SAS, MATLAB or equivalent statistical/data analysis tools and technologies is a must.
- Hands-on skills in using techniques such as Parametric and Non-Parametric Regression models, Artificial Neural Networks, SVM, Random Forrest, Gradient Boosting
- Background in complex modeling and advanced analytical techniques, including (but not limited to)predictive modeling, time series, hypothesis testing, factor analysis, and deep learning.
- Exposure to Big Data platforms like Hadoop, spark, hive etc and databases like SQL is desirable
- Ability to communicate complex models and analysis in a clear and precise manner
- Passion for understanding business problems; and identifying and solving hard technical problems stemming from them by leveraging high-volume and high dimensional data from multiple sources.
Job Location : Bangalore
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