Key skills
PythonPyTorchScikit-LearnMachine Learningscikit-learnBudgeting
About this role
Role Overview
- Implement a machine learning algorithm that creates floorplan layouts automatically inside a given shape
- participating in the creation of a tool that changes the way we build new flats
- creating research road maps with budgeting
- staying up to date with state of the art machine learning technology
- conducting research that will lead to improvement of algorithms currently being used
- develop quantitative benchmarks that will help evaluate quality of algorithms
- proactively seek opportunities to improve various aspects of our business by applying scientific approach
Requirements
- Masters from an outstanding university or a PhD
- math (geometry and numerical analysis)
- machine learning
- computational complexity theory
- python / pytorch / sklearn
Tech Stack
- Python
- PyTorch
- Scikit-Learn