Senior Machine Learning Engineer

4 tygodni temu


Wrocław, Polska 1dea Pełny etat

Dla jednego z kluczowych klientów poszukujemy osoby do roli:

Senior Machine Learning Engineer (Python + Airflow + Azure)

 

Warunki zaangażowania:
 Obszar: Consulting IT
Lokalizacja: 100% zdalnie
Start: ASAP (akceptujemy kandydatury z max 3msc okresem wypowiedzenia)
Stawka (ustalana indywidualnie): 150 - 165 PLN netto + VAT / hZaangażowanie: B2B (outsourcing z 1dea), full-time, długofalowo

Proces rekrutacyjny (100% zdalnie):

  • Krótka rozmowa telefoniczna informacyjno-zapoznawcza z rekruterem 1dea (~10 min)
  • Weryfikacja techniczna z Klientem (~1 - 1,5 h)
  • (opcjonalnie) Rozmowa techniczno-projektowa z Klientem końcowym (40-60 min)
  • Decyzja o podjęciu współpracy

Zakres obowiązków

  • Tworzenie usług w Pythonie, pipeline'ów uczenia maszynowego i kodu NLP: tworzenie usług wykorzystujących język Python, pipeline'ów uczenia maszynowego oraz kodu przetwarzania języka naturalnego (NLP)

  • Wypracowanie wymagań biznesowych: Wykorzystywanie posiadanej wiedzy do opracowywania szczegółowych wymagań biznesowych dla funkcjonalności, które będą dostępne na platformie projektu

  • Analiza techniczna i zapewnienie jakości: Analiza specyfikacji technicznych, aby wspierać projektowanie i rozwój architektury systemu. Recenzowanie zadań dot. kontroli jakości, aby zagwarantować kompletność wymagań

  • Testowanie i walidacja: Recenzowanie przypadków testowych, aby upewnić się, że odpowiednio pokrywają wymagania

  • Automatyzacja i ETL: Opracowywanie, planowanie i wdrażanie zadań ETL (wyzwalanych zdarzeniami)

  • Wdrażanie modeli ML: Przenoszenie do produkcji modeli uczenia maszynowego ("trenowanych" na dużych zbiorach danych)

  • Wysoka jakość i współpraca: Dostarczanie wysokiej jakości kodu. Współpraca z zespołem poprzez pair-programming i aktywny udział w code-review.

Wymagania

  • 4+ lat doświadczenia na podobnym stanowisku - Python MLOps Engineer / Python ML Developer (mocny skill w develomencie Python)
  • Bardzo dobra znajomość (kluczowe):
    • Apache AirFlow
    • Python 3.8 - 3.11
    • Flask / FastAPI / gRPC
    • NoSQL
    • GraphQL
  • Wskazana znajomość Apache Spark (PySpark)
  • Doświadczenie w projektach NLP
  • Znajomość narzędzi wersjonowania np. MLFlow czy PyCaret
  • Angielski na poziomie swobodnej komunikacji w mowie i piśmie - B2+

Mile widziane:

  • Znajomość Azure Pipelines (w tym narzędzi CI)
  • Doświadczenie z deploymentem Kubernetes
  • Doświadczenie z popularnymi bibliotekami ML (Tensorflow i podobne)
  • Doświadczenie / wiedza z obszaru obróbki i procesowania dokumentów pdf w ekosystemie Azure
  • Wiedza / doświadczenie z obszaru Torch

Oferujemy

  • Przejrzysty model długoterminowej współpracy: Zatrudnienie na podstawie umowy B2B na czas nieokreślony
  • Stabilne i bezpieczne środowisko pracy: Dołączysz do firmy z solidną pozycją na rynku
  • Nowoczesne wyposażenie: Firma zapewnia nowoczesny sprzęt, oprogramowanie i konfigurację
  • Elastyczny czas pracy: Możliwość pracy w elastycznych godzinach
  • Praca zdalna: Możliwość pracy zdalnej w 100%
  • Profesjonalne doradztwo i wsparcie: Profesjonalne doradztwo i wsparcie w rozwoju kariery od doświadczonego zespołu specjalistów 1dea
  • Przyjemna atmosfera w zespole: Cenimy sobie koleżeńskość, otwartość, szacunek, wzajemną pomoc i wsparcie w rozwijaniu kompetencji zarówno własnych, jak i kolegów i koleżanek z zespołu
  • Kultura kreatywności: Wspieramy kulturę kreatywności. Każdy członek zespołu ma możliwość proponowania własnych pomysłów i rozwiązań, a jego głos jest zawsze brany pod uwagę


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