Location
India | India
Job description
Roles & Responsibilities:
- Structure the available data to be able to better mine patterns and derive insights BlackBucks network generates diverse data varying from clickstream/transactions data generated on our diverse set of apps to telemetry data generated via sensors/devices on our trucks.
- Build solutions for a wide range of problems leveraging advanced Machine Learning algorithms. Some of the problem areas are
- Vehicle tracking
- Route planning and optimization
- Marketplace demand shaping
- Insights across drivers, truck owners, and shippers
- Risk / Fraud modeling for our financial services
- Driver Behaviour monitoring etc.
- Work closely with our engineering and product teams to ensure the data science solutions are baked into the product
Requisites / Prerequisites:
- Experience: 3-7 years post Bachelors with a minimum of 2 years experience in Data Scientist profile.
- Eligibility: B.Tech/M.Tech/PhD in CS/Statistics/Operations Research with demonstrated experience in ML/Statistics through papers/projects
- Techniques span from clustering, compression, classification, matrix factorization, probabilistic graphical models, networks algorithms, topic modeling, image processing, deep learning, linear and mixed-integer programming
Job tags
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