Senior ML Engineer (Generative AI & RAG)
- Olsztyn
Informacje o stanowisku
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We are looking for a Senior ML Engineer - Generative AI & RAG to bridge research and production teams. You will design and implement advanced AI systems based on large language models (LLMs), retrieval-augmented generation (RAG), and agentic AI frameworks. You will integrate models into production environments, deploy new model versions, and assess end-to-end system performance. The role involves optimizing deployments (containerization, Docker/Kubernetes, inference optimization), ensuring scalability and reliability, and maintaining observability across the AI/ML stack with logging, tracing, and metrics dashboards.
Numer referencyjny: PL25/REMOTE/ML/IC
Miejsce pracy: Olsztyn
Project information:
Location: Warsaw - Remote
Working hours: Full-time
Languages: English
Level: Senior
Responsibilities:
- Design and implement advanced AI systems based on large language models (LLMs), RAG, and agentic AI frameworks
- Bridge research and development efforts with robust service and API engineering
- Implement streaming systems and integrate models in production environments
- Deploy new model versions, integrate with other system components, and assess the impact on end-to-end performance
- Optimize model deployments (containerization, orchestration with Docker/Kubernetes, inference optimization)
- Ensure scalability, reliability, and smooth integration with existing platforms
- Support monitoring and observability of deployed ML/AI systems (logging, tracing, metrics).
Requirements:
- Practical experience with LLMs and RAG
- Familiarity with agentic AI frameworks
- Strong AI/ML foundations (supervised/unsupervised learning, deep learning, NLP)
- Proficient in Python and ML/AI libraries (PyTorch, TensorFlow, scikit-learn)
- Solid service/API engineering skills, including real-time/streaming and hardware/software compatibility
- Experience in integration, release management, and end-to-end performance assessment
- Hands-on model deployment (containerization, Docker/Kubernetes, inference optimization)
We offer:
- Private medical care with dental care (covering 70% of costs) + rehabilitation package. Family package option possible.
- Multisport card (also for an accompanying person).
- Life insurance.
- International work environment
