Data Scientist

7 days ago


Gurgaon, Haryana, 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.

f22


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