Senior Data Scientist (applied Scientist) Job in Dream11

Senior Data Scientist (applied Scientist)

Dream11 4+ weeks ago

Mumbai, Maharashtra
Not Disclosed
Full-time

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Job Summary

Technology @ Dream11Our tech team is the core of Dream11s mobile-first cross-platform (desktop + mobile PWA, android & iOS) product serving more than 8 Crore users with over 50 million rpm (requests per minute) at peak concurrency.Our tech stack is hosted on AWS and is built on Cloudfront / AWS API Gateway, NGINX, Node.js / Java, Redis / ElastiCache and MySQL / Cassandra as our end to end stack. Besides these, we heavily use MongoDB, Kinesis, Kafka, RabbitMQ, Spark, Redshift and other cutting edge tech to keep improving Dream11's performance. As a data-driven team, we also use R, Python and other big data technologies for Machine Learning and Predictive Analytics.

Your Role:

At Dream11 in the Data Science team, we are looking for highly skilled, self-motivated Data Scientists who are passionate about innovating and developing machine learning and data analytics solutions to build on top of the massive sports data mine which we hold.
We provide the opportunity to collaborate with an energetic and dedicated team that works on cutting-edge technology to create tools and services which help make our product more customer friendly.
The candidate will work with Applied Scientists, MLEs, Data Engineers, Backend Teams to build, deploy, and maintain applications in multiple environments.

Must Have:

Understands the math and theory behind basic statistical models as well as deep learning models
Strong fundamentals in applied statistics and probability.
Data visualisation using a variety of tools ( python, R, looker, databricks etc )
Deep experience in applied data analysis, including A/B testing and observational causal inference methods
Proven experience in solving structured data problems from scratch

Good to Have:

Implemented a few good Machine Learning papers from scratch
Understand concepts such as cost sensitive learning, tweaking of cost functions, deep learning concepts and implementations
Familiarity with Spark, Dask, ECR, GPU computations
Prior experience with Network analysis - Ability to model the system mathematically.
Decent Kaggle Profile

Dream Sports is a sports technology company with brands such as Dream11, FanCode, DreamX, DreamSetGo and DreamPay in its portfolio. Dream Sports is executing its vision of Make Sports Better by providing multiple avenues for fans to deeply engage with the sports they love through fantasy sports, content, commerce, experiences and events, among others.Founded in 2008 by Harsh Jain and Bhavit Sheth, the company has been ranked #10 among Indias Great Mid-Size Workplaces in 2019 and was recognised as one of the top 10 innovative companies in India by Fast Company in 2019. Kalaari Capital, Think Investments, Multiples Equity, Tencent and Steadview Capital are the marquee investors in Dream Sports.

Experience Required :

Fresher

Vacancy :

2 - 4 Hires