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AI Engineer (GCP / RAG / Python)
  • Warsaw
AI Engineer (GCP / RAG / Python)
Warszawa, Warsaw, Masovian Voivodeship, Polska
ASTRAL FOREST PROSTA SPÓŁKA AKCYJNA
27. 3. 2026
Informacje o stanowisku

technologies-expected :


  • Python

technologies-optional :


  • Google Cloud Platform

about-project :


  • We’re looking for a hands-on AI Engineer who can design, build, and operationalize production-grade AI systems - while also acting as a trusted technical advisor to clients and a partner to our CTO. This is a role with real impact.
  • You will influence how we architect, standardize, and deliver GenAI solutions across engagements: from discovery and solution design, through implementation, to production hardening and continuous improvement.
  • You’ll combine strong engineering fundamentals with consulting skills: framing problems, assessing feasibility, leading technical discussions, and making architectural trade-offs that stand up to enterprise scrutiny.

responsibilities :


  • 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.

requirements-expected :


  • 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.

offered :


  • 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

  • Praca Warszawa
  • Warszawa - Oferty pracy w okolicznych lokalizacjach


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