Roles & Responsibilities :
- Structure the available data to be able to better mine patterns and derive insights; BlackBuck’s 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 / projectsTechniques span from clustering, compression, classification, matrix factorization, probabilistic graphical models, networks algorithms, topic modeling, image processing, deep learning, linear and mixed-integer programming