Position: Data Scientist
Company: Autodoc
Experience required: 3y

We are seeking a highly motivated and experienced Data Scientist to join our dynamic team. The ideal candidate will have a deep understanding of big data and be able to solve complex clustering and classification tasks in e-commerce.

Responsibilities:

Solve the problem of clustering and classification on big data. We have petabytes of data about the behavior of 6M+ customers and their interaction with 3M+ products.
Work with large datasets and perform data preprocessing, feature engineering, and data transformation to build accurate models.
Build, deploy and maintain models.
Collaborate with cross-functional teams to identify business problems and develop solutions.
Communicate findings and insights to technical and non-technical stakeholders.
Provide thought leadership and stay up-to-date with the latest trends in data science and machine learning.
Requirements:

3+ years of experience in data science and machine learning.
Proven experience in clustering large datasets with multiple dimensions of data.
Proficiency in SQL.
Experience with workflow tools such as Airflow.
Experience with big data technologies such as Hadoop, Spark, or Hive.
Strong understanding of machine learning / deep learning algorithms and data structures.
Excellent communication and collaboration skills.
Nice to have:

Experience with Google Cloud Platform (GCP) technologies.

Familiarity with distributed column-store database management systems such as ClickHouse.

Bachelor's or Master's degree in Computer Science, Data Science, Mathematics, Statistics, or a related field.

What do we offer?
For your professional growth
Only innovative projects and advanced technologies
Complete freedom for bright ideas and bold decisions
Work in the international team of professionals willing to share their experience
Ability to switch to another project that is interesting for you
Professional growth: free external and internal professional training courses and certifications
Paid business trips and payment for participation in conferences
Paid corporate language classes (English, German, Polish)

For your convenience

Work on your terms — you can work remotely and choose a flexible schedule
28 paid vacation days, 1 day off, national holidays, and unlimited sick leave
Friendly team buildings, cool corporate events with
Corporate wellness activities with colleagues
Corporate gifts on the first working day, birthday, anniversary of work, birth of a child
AUTODOC discount program

If you have these skills and are ready to work in a team of highly qualified professionals, we are ready to offer you interesting tasks, professional development and a social package. Submit your resume and we will be happy to consider your candidacy!