Wunderflats

Senior Data Scientist (f/m/d*)

May 24, 2022

Anywhere

IN SHORT We at Wunderflats want to enable everyone to live and work from everywhere. Imagine a world where we all can securely rent a home within a few clicks without having to worry about finding an apartment: Together we want to turn this into reality and shape the future of housing!In order to continue the healthy growth of our company, we are currently looking for a Senior Data Scientist (f/m/d*) who will play a major role in enabling our data science and machine learning teams to help drive the growth of our product. Wunderflats has many ML products built into the platform. We are looking to take these products to the next stage where they offer an unbeatable experience for our users. You will be part of that effort especially in developing the ranking and validation frameworks. You’ll have an opportunity to get hands on building world class ML infrastructure and transform into a full stack ML Ninja. This is a permanent role on a full-time basis, based in Berlin with an option for remote working (+/- 1 hour from CET).   YOUR MISSION Develop predictive models and machine learning algorithms to help optimize our recommendation engine and ranking algorithms Use advanced statistical methods to identify opportunities for Wunderflats across various functions to drive increased use of the platform Communicate complex findings to multi-disciplinary teams Collaborate with cross-functional teams, including Marketing, Product, Research  Develop validation frameworks for new, experimental features and business opportunities   YOUR PROFILE You have 4+ years experience within a similar position, where you developed models in production Experience with Ranking algorithms and/or Recommender Systems Experience with ensemble learning algorithms (Random Forest, XGBoost) Experience with Google Cloud (BigQuery) or other public cloud providers You are a first-principles thinker understanding the assumptions and tradeoffs that come with each solution Ability to ask business relevant questions and find the answers to them in datasets with Jupyter notebooks Proficient in Python and basic software engineering practices (version control, testing, code reviews)   OUR PITCH Join the best team ever with a truly unique employee experience - check our Glassdoor score  State of the art tech stack Steep learning curve and individual development opportunities based on your own selection We work with Macs, but you can choose your device We provide a relocation package if you are moving to Germany Flexible and family-friendly working hours and maximum home office flexibility An easy way to get to work: Our office is located right at Alexanderplatz Team- and company events (all in line with current official regulations), yoga lessons, table tennis, cereals, coffee, fruits, and beer *We at Wunderflats value the diversity of our team and stand for equal opportunity and non-discrimination. We respect all differences from person to person, visible or not.

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