AI Engineer (GCP / RAG / Python)

Wymagania: - 2-5+ years of hands-on AI/ML development experience, including LLMs and NLP. - Strong Python engineering skills; practical experience with LangChain, Streamlit, and ML frameworks. - Solid understanding of RAG architectures and LLM fine-tuning. - Familiarity with the end-to-end AI/ML lifecycle, evaluation methods, efficiency metrics, and deployment patterns. - Ability to communicate clearly with both technical and non-technical stakeholders - Proficiency in English. Mile widziane: - Experience delivering AI solutions in consulting environments. - Awareness of GenAI-related security considerations: PII, access control, prompt injection, data residency. - Experience designing systematic evaluation frameworks for LLMs. - Cloud-native deployment experience (containers, CI/CD, infra patterns) within GCP. Zakres obowiązków: - Develop and deploy enterprise-grade GenAI applications: conversational search, RAG systems, multimodal agents, and domain-specific classification services. - Build robust data and language-processing pipelines using Python, LangChain, and cloud-native components. - Implement retrieval architectures using Vertex AI Search, Vector Search, or other vector database solutions. - Optimize GenAI solutions for quality, reliability, latency, and cost - including RAG tuning and targeted fine-tuning where justified by business value - Define and implement evaluation frameworks: automated tests, regression checks, hallucination/faithfulness indicators. - Set up monitoring for model performance, app reliability, and business-aligned KPIs. - Establish best practices around deployment, versioning, observability, incident reviews, and repeatable delivery patterns. - Translate business goals into viable, scalable GenAI architectures on Google Cloud - with clear assumptions, risks, and acceptance criteria. - Lead or co-lead discovery and feasibility workshops, focusing on use case framing and data readiness within the GCP ecosystem. - Support presales: providing solution options, delivery approaches, and realistic implementation plans. Oferujemy: - We work with global enterprise clients on high-impact data & AI initiatives - which means real architectural challenges, technical ownership, and room to grow. - • Remote-first, flexible working model - • Projects involving building modern data & AI platforms from scratch - • Private healthcare, insurance, Multisport - • Full working equipment - • 1,000 PLN annual development budget for training, certifications, conferences - • Regular knowledge-sharing sessions and mentoring - • Collaboration with international clients (Switzerland, France, UK, US, UAE, and more) - • A real team culture built on trust, autonomy, and high standards - • Team integrations, without the awkward corporate vibe