Senior Data Scientist
Nugg.ad / Zalando
(Internet und Informationstechnologie)
Schlagwörter
Skills
- Maschine Learning, Deep Learning (MxNet, Tensorflow), Data Analysis, Reporting, Recommendation Engine, Definition of Requirements & Use Cases, Usability,
- Python (scikit etc.), R, Scala, SQL, Pig, Spark, Hadoop, AWS, Git
- Behavioral Targeting, Online Marketing, AdServing, E-Commerce
Projekthistorie
01/2016
-
03/2018
- Evaluation of the existing predictive-targeting solution (classification of audience data).
- Development of an automated data classification: data extraction from Spark, modeling per Support Vector Machines (SVM), optimization and reporting results.
- Prototyping of a Deep Learning Solution (CNN) to improve audience classification.
- Development of tools for evaluating and reporting data.
- Training of the data science team in programing R and Python.
12/2012
-
12/2016
Chief Data Analyst
Next Audience (SinnerSchrader)
(Internet und Informationstechnologie)
- Development (requirements, programing, documentation) of an Ad-Server module to improve campaign performance. Goal: solution finds the most relevant audience for a product or group of products (classification by Decision Trees and SVM).
- Development of a Recommendation Engine for retargeting.
- Reporting, e.g. Customer Journeys and A/B testing.
12/2010
-
11/2012
Data Scientist - Research & Development
Audience Science
- Conception (backend & frontend) and definition of requirements for a targeting-solution.
- Development of a Machine Learning solution (Regression and Decision Trees) to calculate socio-demographic target groups.
- Patent application for a solution to calculate target groups in real-time.
Reisebereitschaft
Verfügbar in den Ländern
Deutschland
