Data Scientist
AI Summary
Data Scientist at a Paris-based proptech startup, implementing ML algorithms to auto-generate floorplan layouts and building personalization tools.
About this role
Data Scientist
VISUARY (visuary.com) is a Paris based start-up aiming to make the construction and personalization of new homes accessible and easier. For this, we are developing a platform that allows buyers to view and personalize their accommodation online and provides insights to the constructors.
We are a team of twelve working fully remote.
You will join a dynamic and international team for a mission where you will have an impact.
We are looking for autonomous and qualified people, wishing to take part in the adventure from its inception, and experience the growth of the company.
MISSION:
- Implement a machine learning algorithm that creates floorplan layouts automatically inside a given shape.
There has been some research around this topic and there is existing literature.
YOUR COMPETENCES:
- math (geometry and numerical analysis)
- machine learning
- computational complexity theory
- python / pytorch / sklearn
YOUR RESPONSIBILITIES:
- 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
Qualifications
QUALIFICATIONS:
You need to have a Masters from an outsdanding university or a PhD to apply to this position.
Additional Information
HOW TO APPLY:
Please explain in a few sentences how you intend to implement the algorithm.
We are a startup with ambition, and therefore flexible on working conditions but demanding on the quality of work.
Daily meetings at 10AM UTC. There will be technical tests.
Skills
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