Data Scientist - Geo

Key Skills

JavaScript, Python Programming, NumPy, PyTorch, TensorFlow, matplotlib, Pandas, R Programming, Scikit-learn

Job Description

Job Description:

• Work cross-functionally with business owners/product managers/developers to uncover insights, build state-of-the-art algorithms and geographic based solutions to support e-commerce business.
• Develop, deploy, and maintain scalable services running machine learning and optimisation models supporting various business directions in Geo (maps, routes and POIs) and Delivery (First and last mile delivery, food delivery etc.).
• Extract data insights from massive user data sets, explore and leverage open source geographic data to build geographic visualisation tools. 
• Design and conduct data science experimental framework to enable organization-wide data-driven practice.
• Contribute to team’s innovation and IP creation

Requirements:

• Master or PhD in Computer Science, Mathematics, Operations Research or relevant fields with minimum 2 years working experience in Maps and Geographic information System, or Logistics and Delivery Industry. 
• Deep understanding in fundamentals of Machine Learning (especially NLP) and Operations Research, experience in geographic tools such as JOSM, OSRM, QGIS etc. will be preferred.
• Passionate towards data-driven solutions with strong motivation to learn. Excellent communication skills with the ability to explain and share data insights to stakeholders.

Preferred Qualifications:

• Relevant experience in Maps and Geographical tools (JOSM, OSRM etc.)
• Practical experience in building search engines and such as Elasticsearch. 
• Proficient in programming languages such as Java and Golang.