数据科学家
Data Scientist
MISSION:
- 实现一个机器学习算法，在给定的形状内自动生成平面布局。
该领域已有相关研究和现有文献。
YOUR COMPETENCES:
- 数学（几何和数值分析）
- 机器学习
- 计算复杂性理论
- python / pytorch / sklearn
YOUR RESPONSIBILITIES:
- 参与创建一种改变我们建造新公寓方式的工具
- 制定带有预算的研究路线图
- 跟踪最新的机器学习技术
- 进行研究，以改进当前使用的算法
- 开发定量基准，以帮助评估算法质量
- 主动寻找通过科学方法改善我们业务各个方面的机会
QUALIFICATIONS:
申请此职位需要拥有知名大学的硕士学位或博士学位。
HOW TO APPLY:
请用几句话说明您打算如何实现该算法。
我们是一家有抱负的初创公司，因此在工作条件上灵活，但对工作质量要求很高。
每天上午10点UTC时间召开会议。将进行技术测试。
VISUARY（visuary.com）是一家位于巴黎的初创公司，旨在使新建住宅的建造和个性化更加便捷。为此，我们正在开发一个平台，允许买家在线查看和个性化他们的住宿，并为建筑商提供见解。
我们是一个12人组成的完全远程团队。
您将加入一个充满活力和国际化的团队，参与一项您将产生影响的使命。
我们寻找自主且合格的人，希望从一开始就参与这项事业，并体验公司的成长。
最初发布于Himalayas
查看英文原文
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:
You need to have a Masters from an outsdanding university or a PhD to apply to this position.
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.