The DataLab team is involved in data analysis, development of analytical solutions, and implementation of machine learning models into company products and processes. We work with data from various areas: sales, user behavior, content, 2GIS directory, and marketing activities. In the DataLab team, you can work with a wide range of data and tasks: from automating regular analytics and building dashboards to developing ML algorithms and researching product patterns.
We are looking for a Data Scientist with experience in applying statistical and ML methods. You will be solving research and applied tasks: from data analysis and metric development to creating, implementing, and supporting algorithms.
What you will do
- Analyze and process data of various volumes and structures.
- Develop algorithms based on statistical methods and machine learning.
- Conduct research, formulate and test hypotheses.
- Implement developed algorithms and research results into processes and products.
- Develop and evolve the metric system.
- Create analytical dashboards.
- Interact with internal stakeholders: clarify tasks, present results and recommendations.
- Identify opportunities for applying data analysis in products and business processes.
- Improve analytical processes, suggest new approaches and tools.
What we expect
- Higher education in applied statistics, mathematics, computer science, or related fields.
- At least five years of experience as a Data Scientist.
- Proficient Python or R for data analysis and algorithm development.
- Solid SQL knowledge.
- Experience with Apache Airflow or similar orchestration tools.
- Experience in developing classification, predictive, and other machine learning models.
- Knowledge of mathematical statistics and the ability to apply it in practice.
Will be a plus
- Postgraduate studies, publications.
- Experience with multiple programming languages.
- Experience with visualization and dashboarding tools, such as Grafana or Power BI.
What we offer
- Official employment and fully legal salary.
- Remote work within the Russian Federation is possible. Want a hybrid format? We have offices in Moscow, St. Petersburg, and two in Novosibirsk.
- Voluntary medical insurance and online specialist consultations.
- Support for speaking at conferences and preparing publications.
- Access to the internal training center: courses, trainings, and professional literature.
More about the team's work
- How we build models and work with data at 2GIS
- DataLab team article on Habr
