Senior AI Developer @ SquareOne

1 day ago


Remote Warsaw, Czech Republic SquareOne Full time
  • Minimum 5 lat doświadczenia komercyjnego w AI/ML, w tym praca z dużymi modelami językowymi (LLM) i agentami AI w środowisku produkcyjnym.
  • Bardzo dobra znajomość Pythona oraz przynajmniej jednego z języków: TypeScript/Node.js lub Java.
  • Praktyczne doświadczenie z API/SDK dużych modeli językowych (OpenAI, Anthropic, Google PaLM itp.).
  • Biegłość w inżynierii promptów i ich testowaniu.
  • Dobra znajomość NLP oraz praktycznego zastosowania technik przetwarzania języka naturalnego.
  • Doświadczenie z bazami wektorowymi i silnikami wyszukiwania semantycznego.
  • Znajomość REST API, baz relacyjnych (np. PostgreSQL) i NoSQL (np. MongoDB).
  • Doświadczenie z usługami chmurowymi (AWS, Azure lub GCP).
  • Znajomość narzędzi do wdrażania modeli (Docker, Kubernetes, FastAPI).
  • Zrozumienie zagadnień związanych z bezpieczeństwem AI, prywatnością danych i zgodnością z regulacjami (compliance, PII masking).
,[Projektowanie i rozwój zaawansowanych rozwiązań AI odpowiadających na potrzeby biznesowe., Prowadzenie projektów przez pełen cykl życia — od wymagań, przez PoC, wdrożenie, po monitoring i optymalizację kosztów., Budowanie systemów Retrieval-Augmented Generation (RAG): retrievery, pipeline’y, scoring, bazy wektorowe., Tworzenie i integracja agentów AI z wykorzystaniem LangChain, LlamaIndex i innych narzędzi do orkiestracji workflow., Integracja LLM z API, bazami danych, dokumentami, grafami wiedzy, multimodalnymi modelami., Doradztwo w zakresie architektury, bezpieczeństwa danych i najlepszych praktyk AI.] Requirements: Python, Machine learning, AWS, Azure, GCP, AI, RestApi, TypeScript, Node.js, Java, NLP, LLM
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