About the role
TAO BIN has become a household name in Thailand with thousands of machines deployed throughout the country and hundreds-of-thousands of cups sold per day. Behind these machines is a powerful data platform (vendii) that automatically knows when to refill the machines, what to refill the machines with and provides operators with a suite of tools – monitoring, alerting, analytics, to manage operations at scale. TAO BIN’s growth has been stratospheric and, with no signs of slowing down, next year we are going international. As such, we are looking for a talented data scientist.
Our team, originally from the acquisition of vendii, is a looking to operate upwards of 100,000 machines worldwide over the next 4 years. We are building the best-in-class platform for vending operations, realised as an event sourced distributed system integrating directly with IoT machines in real-time. Areas you’ll be working on include demand forecasting, replenishment optimisation, recommendation systems, route optimisation, customer vitals analysis and so much more! There are many opportunities and being a greenfield project means there is latitude for you to have a tremendous influence on the direction of the product.
Excellent analytical skills.
Strong intuition of Machine Learning and corresponding mathematics.
Strong coding skills in Python, Python’s popular libraries and scientific stack.
Experience with modern ML/AI tools/libraries/platforms, data processing in, ETL, feature engineering and MLOps (tuning models in training and production).
End-to-end experience, from business requirements through to productionising models and pipeline creation.
Masters or PhD in a STEM (science, technology, engineer mathematics) field.
Experience with SQL
Practical research experience.
Software developer experience.