Job Description
Responsibilities
- 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.
Requirements
- 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, such as CausalML.
- 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.
Nice to Have
- 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.
What We Offer
- Competitive salaries based on your professional experience.
- Fast-growing international company with stable employment.
- Annual vacation and 1 additional day off on your birthday.
- Mental Wellbeing Program – the opportunity for free psychological counseling for you and your family members.
- 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.
- Flexible working hours and hybrid work.
Join us today and let’s create a success story together!
Benefits Extracted with AI
- Competitive salaries based on experience
- Annual vacation and additional day off on birthday
- Mental Wellbeing Program
- Opportunities for advancement and further training
- Free English and German language classes
- Flexible working hours
- Hybrid work
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