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data scientist in programmatic advertising
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описание
задачи
- Develop scalable data pipelines and ML solutions;
- Develop real-time data processing and data models;
- Monitor and alert data and ML solutions using tools such as Grafana or Kibana;
- Take ownership of solutions from requirements and development through testing and production.
требования
- 6+ Years of experience as a Data Scientist with a strong background in ML concepts and models;
- B.Sc./M.A./M.Sc. degree in Computer Science, Engineering, Math, Statistics or a related field;
- Strong hands-on experience with Python and data science / ML libraries;
- Experience with regression and classification algorithms, such as XGBoost or LightGBM;
- Experience with recommendation system algorithms;
- Strong understanding of databases and SQL;
- Experience with real-time data processing and data models;
- Strong analytical, problem-solving and collaboration skills;
- Nice to have: Knowledge of the programmatic advertising landscape: DSPs, SSPs, exchanges; experience with relational databases such as Vertica or VoltDB; experience with non-relational databases such as MongoDB; experience with PMML.
условия
- Long-term engagement;
- Location: Poland / Ukraine.
навыки
Если просят выйти из iCloud, прислать код из SMS, запустить или установить что-то, перевести деньги — не соглашайся: это мошенничество.