Solution Architect - GenAI Stack

7 years

0 Lacs

Posted:6 days ago| Platform: Linkedin logo

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On-site

Job Type

Full Time

Job Description

Solution Architect – GenAI (Hands-On)

Location

Commitment

Company

The Opportunity

sector-specific GenAI copilots


hands-on Solution Architect


Your Role

builder role with strategic impact

  • Architect and deploy scalable GenAI solutions using RAG + LLMs
  • Build custom LLM-based pipelines, fine-tune models on proprietary datasets
  • Design and implement embedding strategies, chunking logic, and retrieval systems
  • Own end-to-end delivery — from ingestion → indexing → query resolution → output formatting
  • Evaluate and integrate open-source models (Mistral, LLaMA, K2, etc.) where relevant
  • Benchmark OpenAI vs. open models vs. custom-trained ones
  • Write clean, modular code in Python, and guide integration with backend systems
  • Collaborate closely with our CTO, sector heads, and product teams
  • Drive POCs for different verticals (starting with Pharma, BFSI, FMCG)


Ideal Profile
  • 5–7 years

     of experience in software development or ML engineering
  • 1+ year

     hands-on experience with GenAI or LLM-based systems
  • Deep understanding of vector stores (FAISS, Pinecone), embeddings, LangChain, Transformers
  • Experience training or fine-tuning models (Hugging Face, LoRA, RAG, etc.)
  • Strong with Python, APIs, system design
  • Proven ability to go from whiteboard to working prototype quickly
  • Exposure to MLOps or model monitoring is a bonus
  • Comfortable working in a fast-paced startup environment


Compensation
  • Fixed salary +

    Profit Share

     +

    Equity

     in future rounds
  • Competitive base (post-funding)
  • An opportunity to create something truly new


Why OneOrg.ai
  • You're not just implementing — you're inventing
  • You’ll help shape the future of how organizations use GenAI daily
  • Fast-moving, founder-led team with product traction and real use cases
  • Opportunity to lead engineering direction as we scale to 10+ sectors

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