home24

(Senior) Data Scientist - Credit Risk at home24

62k - 75k EUR

2+ years of experience

🇬🇧 Job is in English
🇩🇪 German is not required
Berlin, DE
Hybrid
Visa sponsorship
Relocation support

Job Description

Our Credit Risk team has the mission of making payment by invoice available to our customers as widely as possible while minimizing the risks of fraud and credit defaults. For this, we are relying on state-of-the-art data science models and cross-functional collaboration.

What you'll do

  • Collaborate cross-functionally with data scientists and engineers on improving our credit risk algorithms using data science methods
  • Work on algorithms automatically trading off risk versus margin to achieve the best possible payment selection for each customer
  • Analyze data (past customer behavior and potentially linking it to other data points) to recommend innovations based on the results
  • Drive the design and development of tools to aid in operations and automation, such as creation of dashboards to improve monitoring risk
  • Be the primary point of contact during fraud outbreaks – including analyses to identify causes and applying responses
  • Define a roadmap that keeps pace with the dynamics in credit risk

What we expect from you

  • University degree in a quantitative field such as Mathematics, Physics, Statistics, Economics / Social Sciences, Business, Computer Science or a related area
  • Comprehensive experience with integrating data science methods into business processes and a good judgment of inference
  • Practical experience in training and integrating machine learning models such as boosting algorithms
  • High proficiency in Python and SQL; Java knowledge would be an advantage
  • Analytical skills that put you at the top of the class
  • Ability to tell a story about data, to explore and reveal patterns, and to communicate to stakeholders about your discoveries and hypotheses
  • Experience with and solid knowledge of cloud technologies, preferably AWS
  • Entrepreneurial mindset with the ability to simplify and prioritize

What we offer

Your impact

  • The chance to make an impact in a highly motivated team of professionals
  • An open-minded culture ready to incorporate new and creative ideas

Your growth

  • Extensive learning opportunities from our home24 academy and external partners
  • Room for growth and development within your role through regular feedback rounds

Your path

  • Hybrid working model: you have the flexibility to work from home on Wednesdays and Fridays in our standard working mode. We are in the office together Mondays, Tuesdays and Thursdays
  • The possibility to work up to two months per year within Germany or from an EU country
  • Up to 30 days paid vacation each year to unwind and recharge
  • City mobility with a subsidized public transportation ticket and our eco-friendly bike leasing program #ridinghome

Your second home

  • International campus in the heart of Berlin featuring drive-in bicycle garage, outdoor space and lounge areas, fitness facilities, parent and multi-faith rooms close to the Berlin S-Bahn train station Landsberger Allee
  • Company benefits including a pension scheme, 25% off the home24 assortment, and employee discounts at partner organizations
  • You want to learn more about our home24 company culture and what it is like to be a homie? Follow @teamhome24 on Instagram

Technological stack

Python
SQL
AWS
Apply now

About home24

Industry
E-commerce
Employees
1000+

Home24 SE markets, sells, and ships furniture and home furnishings. Its large furniture products comprise living and dining furniture products, including chairs, tables, and drawers, upholstery products that comprise sofas, armchairs, and ottomans, bedroom furniture products, such as beds, wardrobes, and mattresses, and other products consisting of garden, office, and bathroom products.

Home24's small furniture products include lightning products, such as interior and ceiling lights, and table lamps, accessories comprising decorations, curtains, and pillows, and other products, including mirrors, shelves, and cabinets. It sells its products primarily under the Home24, Mobly, Ars Manufacti, Ars Natura, Fredriks, Jack & Alice, Masion Belfort, Mooved, Eva Padberg, and Smood brand names.

Home24 serves through a network of seven showrooms in Germany and Austria, as well as online channels, such as Websites and apps. It also operates in Switzerland, France, the Netherlands, Belgium, Italy, and Brazil.

Christoph Cordes, Felix Jahn, Marc Appelhoff, and Philipp Kreibohm founded Home24 in 2009. Its headquarters is in Berlin in Germany.