Zadania realizowane w Zespole Platform AI & ML:
W obszarze AI & ML rozwijamy platformy zapewniające bazowe komponenty i funkcjonalności dla kluczowych systemów Banku. Tworzymy własne sieci neuronowe oraz modele AI.Rozwijamy między innymi:
Platformę AI kompleksowo wspierającą adopcję AI w Banku
Procesy MLOps wykorzystujące platformę Databricks
Własne modele ML
Środowisko do bezpiecznego korzystania z dużych modeli językowych (komercyjnych i open-source)
Platformy służące do budowy chatbotów i voicebotów
Platformy udostępniające funkcjonalność speech-to-text i text-to-speech
Rozwiązania wykorzystujące podejście RAG
Rozwiązania służące do transkrypcji i analizy rozmów telefonicznych
Wspieramy merytorycznie inne zespoły w realizacji zadań związanych z AI:
dzielimy się wiedzą na temat dobrych praktyk związanych z prompt engineering'iem
realizujemy zadania R&D związane z dostosowywaniem modeli ML/LLM do potrzeb BankuWymagania:
Biegłość w programowaniu w języku Python
Znajomość frameworków i bibliotek ML/AI takich jak TensorFlow, PyTorch, scikit-learn
Wiedza na temat architektur modeli językowych (LLM) oraz znajomość narzędzi i metod prompt engineering
Znajomość narzędzi i bibliotek do budowy chatbotów oraz technologii związanych z przetwarzaniem języka naturalnego
Praktyczna wiedza dotycząca rozwiązań RAG
Umiejętność pracy zespołowej oraz dzielenia się wiedzą z innymi członkami zespołu
Silne zdolności analityczne i rozwiązywania problemów
Dobre umiejętności komunikacyjne, zarówno werbalne, jak i pisemne
Bardzo dobra znajomość języka angielskiego
Umiejętność pracy w dynamicznym środowisku i zarządzania wieloma projektami jednocześnieMile widziane:
Znajomość platformy Databricks
Doświadczenie w pracy z dużymi zbiorami danych, znajomość technologii Big Data takich jak Hadoop, Spark
Aktywność w społeczności AI, publikowanie artykułów naukowych lub blogów dotyczących nowości w dziedzinie sztucznej inteligencji
Znajomość technologii chmurowych (Azure, AWS, GCP)
Biegłość w programowaniu w języku C# lub Java
Doświadczenie w pracy w sektorze finansowym lub bankowym
Doświadczenie w pracy z narzędziami i technologiami speech-to-text i text-to-speech
Znajomość platform Kubernetes, Docker, Jenkins
Umiejętność projektowania architektury systemów w postaci opracowania HLDOferujemy:
Pracę nad wykorzystaniem AI w wymagającym i złożonym obszarze bankowości
Aktywne uczestnictwo w procesie analizy i tworzenia nowych rozwiązań AI
Dostęp do najnowszych technologii
Stałą umowę o pracę z podwyższonymi kosztami uzyskania przychodu z tytułu Praw Autorskich
Dostęp do platformy MyBenefit z tysiącem zniżek i benefitów, w tym możliwość skorzystania z karty sportowej, biletów do kina, kart prepaid, bonów zakupowych i voucherów
Opiekę medyczną oraz możliwość przystąpienia do ubezpieczenia grupowego na preferencyjnych warunkach
Pracę w nowoczesnym biurze w Gdańsku lub Warszawie oraz kawiarnię Green Cafe Nero ze zniżkami dla Pracowników
Pracę w systemie hybrydowym
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