Cars24 - Data Scientist

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.

https://medium.com/cars24-data-science-blog/data-ecosystem-cars24-an-overview-4ff665aaef22

https://medium.com/cars24-data-science-blog