(Junior) Marketing Data Scientist (m/f/d)

Our Marketing Technology (Martech) team is creating data-driven solutions that revolutionize and facilitate how marketing & CRM operates. This involves data feeds, business insights, and analytical and machine learning models, along with other data products pushing marketing performance and automation. Martech is developing into an AI/ML hub for the business as part of our Data department.

Your Responsibilities

• Maintain and further develop dynamic revenue attribution, conversion propensity model, and other existing models using machine learning and statistical models (e.g. Markov Chain or Shapley Value based data driven attribution models)
• Leverage large amounts of data to perform descriptive and predictive analytics and provide insights
• Conduct A/B testing processes to support various marketing strategies (with e.g. Bayesian state space models)
• Build data-intensive and AI-powered products that solve complex business problems and further automate our operations
• Present the results of your work in a clear manner to business stakeholders and proactively come up with ideas how to properly assess and improve performance
• Assess and develop new measurement solutions; largely focused on data modeling and in-house solutions (e.g. Media Mix Modeling)
• Prepare methodologies to assess model performance and validate the aftermath of a business action
  
  

Your Profile

• Completed degree in Statistics, Mathematics, Computer Science, Operations Research, Econometrics or related field
• 1-3 years of experience as a Data Scientist (m/f/d) or related role with a proven track record of delivering performance results
• Comfortable working with large data sets and analyzing complex data with SQL and other languages such as Python or R
• Solid understanding of statistical and machine learning methods (such as logistic regression, random forests, support vector machines, etc.)
• Experience developing experimental and analytic plans for data modeling processes, using strong baselines, and determining cause and effect relations
• Ability to think fast, work proactively and always keep on top of things even in a fast-paced environment
  
  

Nice To Have

• Understanding of traditional media (TV, out of home), digital media (search, display, social) and CRM (email, push notifications)
• Experience in executing incrementality testing with marketing platforms (e.g. FB, Google Ads)
• Experience with Revenue Attribution and Media Mix Modeling
• Experience with Spark and with ETL pipelines (we use both PySpark and Scala)
• Experience with CI/CD pipelines in an agile mode of operation
• Knowledge of MLOps best practices
• Passion for utilizing Deep Learning models, including LLMs in solving business problems and increasing automation
  
  

What We Offer You

Your impact

• Be part of a dedicated team of Engineers and Data Scientists
• An open-minded culture ready to incorporate new and creative ideas
• Freedom to bring theoretical concepts into the actual business master plan
  
  

Your growth

• Mentoring and support from experienced colleagues
• Modern technology stack and openness to innovation
• 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, 30 % 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
  
  

If you want to become part of a thrilling success story – we are looking forward to your application. Please send us your application together with your salary expectations and the earliest possible starting date via our career site.

Your home is surely filled with furniture of varying materials and styles. The same is true for home24 as an employer. We celebrate the diversity of the people who work with us. Be who you are and feel welcome to #makeyourselfathome24

You can find all job offers on our career site !

home24 SE | Otto-Ostrowski-Straße 3 | 10249 Berlin | Contact: Nadine Scharf

We are home24, the leading home & living e-commerce platform in continental Europe and Brazil. We are currently active in eight countries. Over 1,000 Homies work together towards a common goal: to create happy homes for everyone and every budget.

How can we reach this goal? With an assortment of over 250,000 pieces of furniture and accessories from more than 1,000 suppliers, we offer the perfect addition to any living space combined with the comfort of being able to shop from anywhere.

What makes us proud to be Homies? We are pioneers in our market who seamlessly combine technology and creativity. We utilize data to provide personalized recommendations, tips and inspiration for every home.

At home24, we strive to deliver a superior assortment of products and the best service. To do this, we need fresh ideas, 100% motivation, and dedication to our company mission. We always have a space at our table for service-minded individuals who are passionate about digitization and modern living.