Technology @Dream11:
Technology is at the core of everything we do. Our technology team helps us deliver a mobile-first experience across platforms (Android & iOS) while managing over 300 million rpm (requests per minute) at peak with a user concurrency of 10 million.
We have over 150 micro-services written in Java and backed by a Vert.x framework. These work with isolated product features with discrete architectures to cater to the respective use cases.
We work with terabytes of data, the infrastructure for which is built on top of Kafka, Redshift, Spark, Druid, etc. and it powers a number of use cases like Machine Learning and Predictive Analytics. Our tech stack is hosted on AWS, with distributed systems like Cassandra, Aerospike, Akka, Voltdb, Ignite, etc.
Your Role:Influencing and driving deep data-driven initiatives through ML-based solutionsLeading business initiatives by building statistical models Managing relevant stakeholders across product, tech and design and handle their inter-dependenciesFormulating user problems into ML problems and handling tradeoffs of time-to-delivery/accuracy/business impact/coverage of usersDriving central data capabilities like Experimentation council, auto-RCA systems, etc.Building data products by bringing in systems thinking and large-scale ML solutionsBringing thought leadership on possible biases and 2nd order risks in businessQualifiers:4+ years of hands-on statistical modelling and ML systems experienceExperience in Databricks, MLflow, spark/Ray, Hive and GCPExperience in Data structure and Algorithms and mathematical techniques and Tree-ensemble models, SVM, Deep Neural Networks and NLP techniquesExperience in Parallel experiments, variance reduction techniques, instrument variables for low adoption in experimentsAbout Dream Sports:
Dream Sports is India’s leading sports technology company with 220 million+ users, housing brands such as
Dream11, the world’s largest fantasy sports platform,
FanCode, a premier sports content & commerce platform and
DreamSetGo, a sports experiences platform.
Dream Sports is based in Mumbai and has a workforce of close to 1,000 ‘Sportans’. Founded in 2008 by Harsh Jain and Bhavit Sheth, Dream Sports’ vision is to ‘Make Sports Better’ for fans through the confluence of sports and technology.
Dream11 is the world’s largest fantasy sports platform with 200 million+ users playing fantasy cricket, football, kabaddi, basketball, hockey, volleyball, handball, rugby, futsal, American football & baseball, on it. Dream11 is the flagship brand of Dream Sports, India’s leading Sports Technology company and has partnerships with several national & international sports bodies and cricketers.
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