Lead Data Scientist (applied Scientist) Job in Dream11
Lead Data Scientist (applied Scientist)
Dream11
4+ weeks ago
- Mumbai, Maharashtra
- Not Disclosed
- Full-time
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:
- 5-8 years of experience as a Data Scientist or associated fields
- Implements SOTA papers with relative ease
- Understand concepts of Machine Learning and Deep Learning in-depth so much so that they can explain it to a non-tech audience with relative ease
- Can do parallel/distributed training/inferencing
- Ability to model the system mathematically. Capable of coming up with problem specific models modifying SOTA solution to the business problems
- Successful track record of delivering results in complex cross-functional projects
Good to Have:
- Extensive experience with large scale recommendation systems
- Deep learning frameworks such as Tensorflow, Keras and PyTorch, and CV and NLP libraries such as OpenCV and spaCy
- Good Kaggle profile, Good Community participation in pytorch, tensorflow and other ML communities
- Mentorship track record of training great data scientists
- Deep Learning book by Ian Goodfellow or equivalent
Experience Required :
Fresher
Vacancy :
2 - 4 Hires
Similar Jobs for you
×
Help us improve TheIndiaJobs
Need Help? Contact us