The Locality Intelligence(LI) Team at Delhivery solves problems related to understanding, disambiguating and localizing addresses, as well as geocoding, geofencing and geospatial analytics that serve as the backbone of over 1 billion successful deliveries across India.
The LI team has enabled Delhivery in operating a Dense network consisting of 70+ hubs and 2000+ last mile centres with an operations staff of over 40,000 people.
If the idea of solving challenging problems with data using Machine Learning, Deep Learning, NLP and Graph Learning along with contributing to OpenStreetMap (OSM) excites you, then India\'s largest logistic company with over 1 million daily shipments may be the right fit for you.
Few of the very interesting and challenging problems that we are working on:
1. AI driven Address Autofill assistance
2. Extensive Geographical Knowledge Base(EGKB) creation using Deep NLP and Graph Learning
3. Address Geocoding; recently we beat Google\'s geocoder in terms of accuracy
We have an opening for a Senior Data Scientist role in the team. Working
remotely from anywhere in India is acceptable.
An ideal candidate:
â— has a Bachelor\'s/Master\'s/PhD degree in CS/EE/Math/Stats/ML/OR etc.
â— has experience in applied ML with
-relevant Bachelor\'s degree + 4 yrs of relevant experience, or
-relevant Master\'s degree + 3 yrs of relevant experience
-relevant PhD (preferably with some industry/research experience in applied Math/ML/Stats/CS)
â— is good in fundamentals of ML, probabilities and statistics
â— is able to write and maintain clean and efficient code (preferably in Python)
◠is fluent in data analysis and visualization (can efficiently manipulate pandas dataframes or spark RDDs, manipulate data in SQL, and visualize with matplotlib)
◠is a great communicator (for managing stakeholders/leadership, evangelizing data science within the larger organization, and mentoring juniors)
◠is able to formulate a problem (from vague business problem to concrete ML/mathematical problem statement) and structure it for execution
â— has the ability to own, execute and lead a project end-to-end.