Data Scientist (Paris and/or Berlin)

Contenu de l'offre Data Scientist (Paris and/or Berlin) chez PriceHubble

Paris (75)

Data is at the core of PriceHubble. We process a wide variety of data from multiple sources. As a data scientist, your mission will be to develop cutting edge valuation and forecasting systems for the real estate market. You will manipulate a wide range and variety of data, build new datasets, and identify patterns that eventually impact prices in the real estate market. You will then use specific machine learning approaches to design the best valuation and forecasting solutions. As a significant part of your daily work, you will take part to the productionalization of the models developed by the data science team and contribute to our international expansion. You will work closely with the business team to integrate client feedback into our solutions.

RESPONSIBILITIES

Understand the real estate markets dynamics. Identify, analyse, and interpret trends or patterns in a variety of internal and external sources. Handle potentially incomplete datasets. Create, implement, test and optimize scalable models and algorithms. Productionalize models. Identify modeling issues, design new features, and continuously provide ideas to improve our models.

Requirements

MSc or PhD in Computer Science or Applied Mathematics, with a strong experience in machine learning and/or data science. In-depth understanding of basic data structures and algorithms. Strong analytical skills with the ability to collect, organise, and analyse significant amounts of data with attention to detail and accuracy. Strong programming experience with Python, and ability to write quality production code. Experience with ETL and data processing tools we’re using is an advantage: pandas / Luigi / PySpark / PostgreSQL and PostGIS on kubernetes. Comfortable working in English; you have a great read, good spoken command of it.