Data Scientist

2 weeks ago


gurgaon, India CARS24 Full time
Position: Data Scientist
About Cars24
Cars24 is a market leader in used car auto tech in India with a presence across more than 180
cities in India and expanding to international markets across UAE, Australia, and Southeast
Asia. Cars24 is one of the fastest-growing startups and the first in the used car domain in
India to reach a Billion-dollar valuation in just 5 years.
About the Role
Data Scientist working on end-to-end ML-driven solution generation and deployment
towards core business problems in the domain of Pricing and Buyer Personalization.
Expectations
● A typical project would start from analyzing the business problem at 10,000 ft and
hypothesis generation by leveraging the clickstream and transactional data spanning
over a Billion of rows.
● Moving on to solution designing including model development and online
deployment with relevant measurements in place.
● Familiarity with cloud computing platforms (e.g. GCP, AWS, etc.) would help
candidates to quickly scale their models in production.
● Model deployment may also require designing the engineering architecture including
the microservices development and data pipelining over cloud computing platforms.
● Successful solutions would also involve designing A/B experimentations and
feedback loops for insight generation and model improvement.
● CI/CD of the deployed models in production will also be a part of the model
deployment lifecycle.
● The most important characteristics of an ideal candidate would be the readiness to
hustle, not only to envision ML-enabled solutions that can move the business needle;
but also to also take those solutions scalably in production, leveraging a strong
background in Maths, Stats, and Computing.

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