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.ResponsibilitiesMaintain 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 insightsConduct A/B testing processes to support various marketing strategies (with e.g. Bayesian state space models or recurrent Neural Networks)Build data-intensive and AI-powered products that solve complex business problems and further automate our operationsPresent the results of your work in a clear manner to business stakeholders and proactively come up with ideas how to properly assess and improve performanceAssess 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 actionMinimum RequirementsCompleted degree in Statistics, Mathematics, Computer Science, Operations Research, Econometrics or related field1-3 years of experience as a Data Scientist (m/f/d) or related role with a proven track record of delivering performance resultsComfortable working with large data sets and analyzing complex data with SQL and other languages such as Python or RSolid 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 relationsAbility to think fast, work proactively and always keep on top of things even in a fast-paced environmentNice 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 ModelingExperience with Spark and with ETL pipelines (we use both PySpark and Scala)Experience with CI/CD pipelines in an agile mode of operationKnowledge of MLOps best practicesPassion for utilizing LLM, RAG, and GenAI in solving business problems and increasing automationYour impactBe part of a dedicated team of Engineers and Data ScientistsAn open-minded culture ready to incorporate new and creative ideasFreedom to bring theoretical concepts into the actual business master planYour growthMentoring and support from experienced colleaguesModern technology stack and openness to innovationExtensive learning opportunities from our home24 academy and external partnersRoom for growth and development within your role through regular feedback roundsYour pathHybrid 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 ThursdaysThe possibility to work up to two months per year within Germany or from an EU countryUp to 30 days paid vacation each year to unwind and rechargeCity mobility with a subsidized public transportation ticket and our eco-friendly bike leasing program #ridinghomeYour second homeInternational 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 AlleeCompany benefits including a pension scheme, 30 % off the home24 assortment, and employee discounts at partner organizationsIf 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 #J-18808-Ljbffr
Job Title
(Junior) Marketing Data Scientist (m/f/d)