обновлено 3 дня назад
Senior Data Scientist
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist: Developing and deploying scalable machine learning models and data pipelines for a mobile data platform with an accent on real-time data processing and monetization solutions. Focus on designing advanced ML algorithms, analyzing large datasets, and collaborating cross-functionally to deliver impactful data products.
Location: Remote from Poland, Ukraine, or Armenia
Company
Start.io is a mobile data platform that helps organizations uncover insights and make data-driven decisions using global real-time data.
What you will do
- Analyze large and complex datasets to identify patterns and business opportunities.
- Develop and own highly scalable end-to-end data pipelines.
- Build machine learning models and algorithms for monetization, including recommendation systems.
- Prepare data models for real-time online processing and shape new data products.
- Collaborate with Product, BI, Analytics, DevOps, R&D, and Marketing teams.
- Lead production releases, including requirements analysis, testing, monitoring, results measurement, and incident response.
Requirements
- At least 6 years of experience as a Data Scientist with a strong foundation in machine learning concepts and models.
- Bachelor’s or master’s degree in Computer Science, Engineering, Mathematics, Statistics, or an equivalent field.
- Hands-on Python experience with data science and machine learning libraries, including regression, classification, XGBoost or LightGBM, and recommendation algorithms.
- Understanding of databases and SQL for data retrieval.
- Experience with monitoring and alerting tools such as Grafana and Kibana.
Nice to have
- Knowledge of programmatic advertising, including DSPs, SSPs, and exchanges.
- Experience with relational databases such as Vertica or VoltDB and non-relational databases such as MongoDB.
- Experience with PMML.
Culture & Benefits
- Support from the HR team.
- 20 days of vacation.
- Health insurance and Multisport coverage in Poland.
- Necessary software can be purchased.
- Experience sharing and collaboration with talented colleagues.
- Mobilization reservation available for Ukrainian colleagues after successful completion of the probation period.
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