Full-Stack AI Engineer

19 hours ago

Bangalore, India Recro Full time

About the Role:

We are seeking a highly skilled Full-Stack AI Engineer to design, build, and deploy end-to-end AI solutions. The ideal candidate will have hands-on experience in Retrieval-Augmented Generation (RAG), semantic search, and deploying scalable machine learning systems into production. You will work closely with cross-functional teams to develop cutting-edge AI-powered applications leveraging modern frameworks, vector databases, and LLM-based technologies.

Key Responsibilities:

  • Design, implement, and optimize RAG pipelines for AI-driven applications.
  • Build and manage vector database solutions (e.g., Pinecone, Weaviate, Qdrant, FAISS).
  • Develop semantic search and information retrieval systems .
  • Implement production-grade ML systems , ensuring scalability, reliability, and performance.
  • Collaborate with product and research teams to integrate LLM-based solutions .
  • Apply prompt engineering techniques for improved LLM outputs.
  • Optimize document chunking strategies for knowledge ingestion pipelines.
  • Work on caching, performance tuning, and infrastructure optimization (e.g., Redis).

Core Skills:

  • RAG implementation
  • Vector database expertise
  • Semantic search optimization
  • Production ML systems deployment

Technical Requirements:

  • Proficiency with LangChain / LlamaIndex frameworks
  • Hands-on experience with vector DBs : Pinecone, Weaviate, Qdrant, FAISS
  • Strong understanding of LLMs : OpenAI, Sentence Transformers
  • Expertise in Python (with NumPy and supporting libraries)
  • Knowledge of prompt engineering techniques
  • Experience with document chunking strategies
  • Familiarity with Redis/caching mechanisms

Preferred Qualifications:

  • 3+ years of experience in AI/ML engineering
  • Proven track record of deploying AI solutions in production environments
  • Strong problem-solving skills and ability to work in fast-paced environments
  • Experience collaborating with cross-functional teams (engineering, research, product)

Why Join Us?

  • Opportunity to work on cutting-edge AI products with real-world impact
  • Collaborative team culture focused on innovation and scalability
  • Growth opportunities in a rapidly evolving AI ecosystem

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