Data Scientist

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, 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.

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 do 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 24/7 hotline and online sessions
- 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

About AUTODOC

AUTODOC is a multicultural tech-company active in 27 countries and with ~5000 people from over 50 nations where things are going fast forward. We are currently in a transformative phase and looking for innovative, tech-driven and agile people to join us across europe. We are striving to create an environment where people are safe and supported - whether it's in an office space or work-at-home.
Are you, or do you know someone who would fit this description then please contact us now and our team will get back to you as soon as possible.

**About the Project:** IT department consists of more than 500 people. The department accompanies the entire business and works with high-load projects of various directions, including logistics, retail, marketing, processing, automated warehouses, mobile and web development. And the IT team loves it!
Moreover, everything rests on this team. We have both successfully released projects and R&D ones.

Want to be a cool IT professional who creates a real product? Join our team of winners!

Company website:
https://autodoc.group/en/career

DOU company page:
https://jobs.dou.ua/companies/autodoc/