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AI Solution Architect

EPAM Systems

Remote
Remote Senior 🇬🇧 English
LangChain Flowise RAGflow Pinecone Prompt engineering Generative AI Large language models Autonomous AI agents Semantic search MLOps DevOps Reinforcement Learning from Human Feedback

Description du poste

About the role

We are looking for an experienced AI Solution Architect to design, build, and deploy robust, scalable AI systems for Fortune‑500 clients. You will work remotely from anywhere in Georgia, collaborating with multidisciplinary teams to deliver generative AI models, autonomous agents, and operator‑based solutions.

Key responsibilities

  • Plan, architect, and launch AI solutions, including generative models and AI agents.
  • Integrate AI capabilities into existing business and data infrastructures.
  • Evaluate and adopt Retrieval‑Augmented Generation (RAG) frameworks such as LangChain, Flowise, and RAGflow.
  • Design data pipelines for ingestion, transformation, and indexing, and implement vector databases and semantic search.
  • Develop prompt‑engineering, response‑validation, and RLHF mechanisms to ensure trustworthy outputs.
  • Architect autonomous, agent‑based solutions and operator‑driven workflows.
  • Apply MLOps/DevOps best practices for scalability, security, and maintainability.
  • Promote responsible AI principles—transparency, fairness, privacy, and ethical data usage.
  • Communicate AI strategies to technical and non‑technical stakeholders.

Required profile

  • 8+ years of software development and solution architecture experience.
  • Deep knowledge of generative AI, large language models, and prompt engineering.
  • Proven track record delivering enterprise‑grade AI solutions.
  • Strong understanding of AI ethics, responsible AI governance, and reinforcement learning.

Required skills

  • LangChain
  • Flowise
  • RAGflow
  • Pinecone (vector database)
  • Prompt engineering and fine‑tuning
  • Retrieval‑Augmented Generation (RAG)
  • Generative AI and LLMs
  • Autonomous AI agents
  • Semantic search and knowledge‑base indexing
  • MLOps / DevOps practices
  • Reinforcement Learning from Human Feedback (RLHF)

What we offer

  • Fully remote work from any location in Georgia.
  • Opportunity to work with top‑tier Fortune‑500 clients.
  • Access to cutting‑edge AI frameworks and technologies.

Questions fréquentes

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