Senior Data Scientist - 100 remote - Warszawa
1 dzień temu
Opis pracy
Dołącz do zespołu Data Science & AI i pracuj nad projektami związanymi z optymalizacją, machine learning oraz wdrażaniem inteligentnych rozwiązań opartych na danych. Będziesz uczestniczyć w pełnym cyklu projektowym – od eksploracji danych, przez modelowanie, aż po wdrożenie i skalowanie rozwiązań..
Senior Data Scientist - 100% remote
Twój zakres obowiązków
- Przygotowywanie i przetwarzanie danych do projektów DS/AI.
- Tworzenie modeli predykcyjnych i optymalizacyjnych w Pythonie.
- Testowanie hipotez i eksperymentowanie z różnymi podejściami modelowania.
- Wdrażanie modeli i rozwiązań w środowisku produkcyjnym.
- Praca zgodnie z metodykami CRISP-DM i Agile (Scrum/Kanban).
- Współpraca z zespołem i udział w rozwoju standardów projektowych.
Nasze wymagania
- Minimum 5 lat doświadczenia w projektach data science i machine learning.
- Doświadczenie w metodach optymalizacyjnych (programowanie liniowe, całkowitoliczbowe, heurystyki) i korzystaniu z bibliotek typu CPLEX, Gurobi, ortools.
- Bardzo dobra znajomość Pythona i bibliotek ML (scikit-learn, tensorflow, Pytorch itp.).
- Podstawowa znajomość SQL i doświadczenie w pracy z dużymi zbiorami danych.
- Doświadczenie w pracy w chmurze (MS Azure, AWS lub GCP).
- Znajomość technik feature engineering i wykorzystywania dodatkowych źródeł danych.
- Umiejętność komunikacji wyników w języku angielskim i pracy w zespole.
Aplikuj
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