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Digital Marketing Data Scientist

Remote: 
Full Remote
Experience: 
Mid-level (2-5 years)
Work from: 
Ukraine

Offer summary

Qualifications:

Over 2 years of experience in Data Science, Deep knowledge of Python, Pandas, NumPy, Scikit-learn.

Key responsabilities:

  • Develop models to optimize marketing campaigns
  • Analyze data for improvements in marketing strategies
  • Present reports on analysis results and recommendations
  • Participate in developing systems to automate analytical processes
AUTODOC logo
AUTODOC Information Technology & Services Large https://autodoc.group/
5001 - 10000 Employees
About AUTODOC
We make mobility easy & sustainable. AUTODOC was founded in 2008 in Berlin and we are now a leading E-commerce for automotive spare parts in Europe. We are a growing profitable technology company active in 27 countries with a highly diverse team of over 5 000 people from 50 countries where things are going fast forward! We are transforming and looking for innovative, tech-driven, and agile talents to join us across Europe. It is important for us that our people feel a sense of impact, purpose and belonging within our organization - whether they work in an office space, in one of our warehouses or remotely. With our headquarters in Berlin- Germany, we also have several offices across Europe.Catch the ride!https://autodoc.group/en/about-ushttps://autodoc.group/en/facts-and-figureshttps://autodoc.group/en/news-roomhttps://autodoc.group/en/careerLegal notice: https://bit.ly/3LHWIg1
See more AUTODOC offers

Job description

Company Description

AUTODOC is a technology company with a leading e-commerce platform for vehicle parts and accessories in Europe. Founded in 2008 in Berlin, we are now 5,000 people from 68 nationalities, collaborating to make mobility easy and sustainable. By placing technology at the core of everything we do, we manage to serve customers in 27 European countries in 23 languages.
Curious minds, adventurous experts and tech-savvy professionals - one team, one billion euros revenue. Catch the ride!

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

Join us today and let’s create a success story together!

Required profile

Experience

Level of experience: Mid-level (2-5 years)
Industry :
Information Technology & Services
Spoken language(s):
English
Check out the description to know which languages are mandatory.

Hard Skills

Data SciencePandas (Python Package)Causal InferenceScikit-Learn (Python Package)SQL (Programming Language)ClickOnceNumPy (Python Package)Apache SparkGoogle Cloud Platform (GCP)Python (Programming Language)Apache AirflowTechnical Communication

Other Skills

  • Verbal Communication Skills
Are you interested?

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