Senior AI Developer
Sii Sp. z o.o.Łódź, łódzkie, Polska4 days ago
Job descriptionMedical MLflow / W&B Dołącz do projektu, w którym zaawansowana AI realnie wpływa na życie pacjentów. Poszukujemy Senior AI Engineera, który przejmie kluczową rolę w rozwoju nowoczesnych systemów RAG działających w środowisku Azure. Czeka na Ciebie praca z najnowszymi technologiami, realny wpływ na kierunek rozwoju produktu oraz partnerska współpraca w międzynarodowym, skandynawskim zespole. Jeśli chcesz rozwijać systemy LLM na najwyższym poziomie i uczestniczyć w projektach o dużej wartości społecznej, to miejsce dla Ciebie. Definiowanie metryk jakości (accuracy, hit-rate, faithfulness, latency) i budowanie pipeline'ów monitoringu Tworzenie i utrzymywanie zestawów benchmarkowych opartych na realnych pytaniach i golden answers Analizowanie wyników i identyfikowanie źródeł błędów : retrieval, halucynacje, problemy promptowe Optymalizowanie chunkingu, embeddingów, przechowywania wektorów i konfiguracji wyszukiwania Ulepszanie generacji poprzez dopracowanie promptów, formatowania i metod ograniczania halucynacji Udoskonalanie procesów function calling i walidacja poprawności wywołań Testowanie zaawansowanych technik RAG, takich jak query rewriting czy re-ranking Minimum 6 lat doświadczenia w systemach AI / ML opartych na LLM Bardzo dobra znajomość architektury i praktyk budowy systemów RAG Umiejętność pracy z metrykami, ewaluacją i analizą jakości Swobodne poruszanie się w środowisku Azure AI lub Azure ML Wiedza o bazach wektorowych i podejściach embeddingowych Biegłość w tworzeniu promptów i technikach ograniczania halucynacji Doświadczenie z function calling i integracją z narzędziami zewnętrznymi Znajomość języka angielskiego na poziomie minimum B2 Tytuł Great Place to Work od 2015 roku - to dzięki opiniom pracowników otrzymujemy tytuł i wdrażamy nowe pomysły Stabilność zatrudnienia – 2,1 MLD PLN przychodu, brak długów, od 2006 roku na rynku Dzielimy się zyskiem z pracownikami - od 2022 roku przeznaczyliśmy na ten cel już ponad 76 milionów PLN Bogaty pakiet benefitów - prywatna opieka zdrowotna, platforma kafeteryjna, zniżki na samochody i więcej Komfortowe miejsce pracy - pracuj w naszych biurach klasy A lub zdalnie Dziesiątki fascynujących projektów dla prestiżowych marek z całego świata – możesz je zmieniać dzięki aplikacji Job Changer 1 000 000 PLN rocznie na Twoje pomysły - taką kwotą wspieramy pasje i akcje wolontariackie naszych pracowników Stawiamy na Twój rozwój - meetupy, webinary, platforma szkoleniowa i blog technologiczny – Ty wybierasz Fantastyczna atmosfera stworzona przez wszystkich Sii Power People
technologies-expected :
- Azure AI
- RAG
- LLM
- Python
technologies-optional :
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Senior Developer Ai • Łódź, łódzkie, Polska
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