Data Scientist
5 dni temu
Profil firmy:
Dla globalnej firmy z branży rozrywki i technologii poszukujemy doświadczonych inżynierów. Firma zarządza rozpoznawalnymi na całym świecie markami, które docierają do miliardów użytkowników.
Opis stanowiska:
Poszukujemy Senior Data Scientist, który dołączy do zespołu rozwijającego zaawansowane rozwiązania analityczne i technologiczne dla globalnych platform cyfrowych. Osoba na tym stanowisku będzie odpowiedzialna za projektowanie i implementację nowoczesnych modeli danych oraz algorytmów wspierających optymalizację procesów i analizy danych w złożonym środowisku międzynarodowym.
Obowiązki:
- Rozwój i implementacja zaawansowanych modeli danych optymalizujących i atrybucję.
- Tworzenie modeli predykcyjnych, prognozujących zachowania użytkowników i wyniki kampanii z wykorzystaniem technik machine learning.
- Analiza dużych zbiorów danych w celu identyfikacji trendów i wniosków dotyczących efektywności kampanii.
- Projektowanie eksperymentów w celu poprawy skuteczności modeli i ich ROI.
- Współpraca z międzynarodowymi zespołami oraz wdrażanie nowych technologii do procesów.
- Prowadzenie testów A/B na dużą skalę w celu weryfikacji modeli i optymalizacji wyników.
Wymagania:
- Minimum 5 lat doświadczenia w pracy jako Data Scientist.
- Zaawansowana znajomość języka Python oraz narzędzi takich jak Pandas, NumPy, scikit-learn.
- Praktyczna wiedza z zakresu baz danych i SQL.
- Doświadczenie z platformami big data (Hadoop, Spark, Hive) oraz chmurami (AWS, GCP lub OCI).
- Wiedza o algorytmach uczenia maszynowego i modelowaniu atrybucji.
- Doświadczenie z platformami TV/CTV będzie dużym atutem.
- Bardzo dobra znajomość języka angielskiego.
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