Develop statistical and machine learning models to assess and optimize the effectiveness of marketing campaigns.
Analyze and interpret data to identify potential improvements in marketing strategies.
Apply uplift modeling methods to target specific customer groups to maximize ROI.
Collaborate with marketing and sales departments to understand business goals and translate them into analytical tasks.
Prepare and present reports on analysis results and recommendations for marketing strategy enhancements.
Evaluate and continuously improve analytics and modeling methodologies in line with the latest trends in Data Science.
Participate in the development and implementation of systems and tools to automate analytical processes.
Over 2 years of experience in Data Science, with a focus on uplift modeling and causal effect analysis.
Deep knowledge and practical experience with Python and data analysis libraries (Pandas, NumPy, Scikit-learn), as well as specialized libraries for causal analysis, for example CausalML or others.
Understanding of A/B testing principles, including planning, conducting, and analyzing test results.
Knowledge of SQL and experience with databases, including ClickHouse, for effective data extraction and processing.
Knowledge and experience with Apache Spark and Apache Airflow for processing large data volumes and workflow automation.
Experience with cloud platforms, particularly Google Cloud Platform, for scaling and managing analytical solutions.
Familiarity with CI/CD principles, experience with model versioning, and understanding of MLOps fundamentals.
Bachelor's or higher degree in Applied Mathematics, Statistics, Computer Science, Economics or a related field.
Strong communication skills and the ability to effectively interact with both technical specialists and business stakeholders.
Competitive salaries based on your professional experience
Annual vacation of 22 working days and 1 additional day off on your birthday
Meals Allowance
Healthcare Insurance
Mental Wellbeing Program- providing you and your immediate family members with free and confidential mental and physical health support services for a wide range of personal and work-related issues.
AUTODOC Corporate Discount
Opportunities for advancement, further trainings (over 650 courses on soft and hard skills on our e-learning platform) and coaching
Free English and German language classes
Referral Program with attractive incentives
Flexible working hours and hybrid work
Fast growing international company with stable employment
Join us today and let’s create a success story together!
