Welcome to DMarket team! DMarket unlocks the multi-billion-dollar skins economy for game developers and players everywhere. Our team of passionate gamers believes a borderless gaming world is a better gaming world, and we’re building the infrastructure to make it easy for everyone to thrive in the open system of the future.
15 марта 2021

Data Scientist (вакансия неактивна)

Киев

Необходимые навыки

- 3+ years of commercial experience
- BS or MS in mathematics/computer science/statistics
- Advanced knowledge of higher mathematics, probability theory, statistics, calculus
- Excellent theoretical knowledge and hands-on experience in Machine Learning and Deep Learning
- 3+ years of experience with Python/R (statistical and ML packages)
- Expert knowledge in SQL/NoSQL (PostgreSQL, MySQL, MariaDB, MongoDB, etc.)
- Knowledge and experience in statistical and data mining techniques: GLM/Regression, random forest, boosting, trees, text mining, social network analysis, etc.
- Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, recommendation system, etc.
- Experience analyzing data from 3rd party providers: Google Analytics, Google Ads, Facebook Insights, etc.

Будет плюсом

- Experience in E-commerce, marketplaces, trading market, B2B products
- Proficient understanding of agile methodologies (Scrum/Kanban)
- Experience with ETL, BI and data visualization tools (Power BI, Tableau etc.)
- Experience in business analysis, web/app analytics

Предлагаем

— Team of like-minded professionals;
— Insurance;
— Unique project with modern technologies;
— Perspective of career and financial growth;
— Free lunches;
— Paid English classes;
— Budget for professional development;
— Chill-out zone with kicker, gamepad, VR;
— Coffee point with a real barista;
— Flexible timetable and modern office in the center of Kiev.

Обязанности

- Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
- Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
- Forecasting of sales, turnover, margin, revenue, LTV, CAC, ROMI (ARMA/ARIMA models, etc.)
- Assortment and stock management (ABC/XYZ analysis, ordering, tracking and controlling, prediction algorithms, automation, creation of recommendation system)
- Planning, forecasting, launching, and analyzing of efficiency of promotions (different promo mechanics)
- Analysis of elasticity and creation of algorithms to achieve KPIs
- Price optimization, automation and market analysis
- Customer segmentation (RFM, HVC, LTV, CAC, similar audience models, etc.)
- Marketing Mix Modeling
- Develop company A/B testing framework and test model quality.
- Prototyping of machine learning algorithms (neural networks, decision trees, support vector machines, linear regression, dimension reduction)
- Data preprocessing, feature engineering, models training and prediction accuracy check
- Build, test, and deploy custom ML/AI models and algorithms, and develop processes for monitoring and analyzing their performance in production environments

О проекте

Who we are: Our company started from gamers community garage sales in 2008. We develop and support own game projects and always try to keep that old-school gaming community sense of friendship and humor in our company. We launched e-commerce Steam™ skins trading platform with 2 million visitors monthly and became the World’s TOP #1 merchant of digital goods. And now we are developing the new worldwide project.
About project: DMarket is a new ecosystem where gamers, developers, and entrepreneurs can efficiently and securely evaluate and trade virtual items. We combine blockchain technologies and seven years of industry experience to open this multi-billion dollar market to the existing world economy
Join DMarket team today!

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