Gen AI Solution Architect

1 week ago


Gurgaon, Haryana, India BigStep Technologies Pvt Ltd Full time ₹ 12,00,000 - ₹ 36,00,000 per year
Job Description
We are seeking an experienced Senior AI/ML Engineer to lead the design and implementation of AI-powered solutions leveraging large language models (LLMs), multimodal AI, and advanced generative technologies. You will play a pivotal role in defining the technical vision, architecture, and strategy for enterprise-grade GenAI systems — integrating them seamlessly into existing data, application, and cloud ecosystems. The ideal candidate combines deep technical expertise in AI/ML with strong solution design, stakeholder management, and hands-on implementation experience.Key Responsibilities
  • Design and architect end-to-end Generative AI solutions (text, image, speech, code, etc.) that meet business objectives and technical requirements.
  • Define scalable architectures for LLM integration, prompt orchestration, retrieval-augmented generation (RAG), and multi-agent workflows.
  • Evaluate and select appropriate AI models, frameworks, and cloud services (e.g., OpenAI, Anthropic, Hugging Face, Azure OpenAI, Vertex AI).
  • Develop architecture blueprints, data flows, and API integration strategies.
  • Provide technical direction and mentorship to development teams on GenAI solution design and deployment best practices.
  • Partner with Data Scientists, ML Engineers, and MLOps teams to operationalize and monitor generative AI models.
  • Guide the implementation of responsible AI practices, including bias detection, data governance, and model explainability.
  • Stay ahead of emerging GenAI technologies, frameworks, and model capabilities.
  • Prototype and evaluate new approaches (e.g., RAG, fine-tuning, LoRA, function calling, multi-agent systems) to accelerate solution development.
  • Drive proof-of-concepts (PoCs) and pilot initiatives to demonstrate business value.
  • Collaborate with business leaders, product managers, and clients to identify use cases, gather requirements, and define success metrics.
  • Translate business challenges into AI-powered solutions with measurable outcomes.
  • Present architecture designs and recommendations to technical and executive audiences.
Required Skills & Experience
  • 8+ years of experience in software architecture, solution design, or AI/ML systems development.
  • 2+ years specifically in Generative AI, LLM-based solutions, or AI product architecture.
  • Strong hands-on experience with:
  • OpenAI API, LangChain, LlamaIndex, Hugging Face, or similar frameworks
  • Vector databases (e.g., Pinecone, Weaviate, FAISS, Milvus)
  • Cloud AI platforms: Azure AI, AWS Bedrock, Google Vertex AI
  • Python, FastAPI, RESTful APIs, microservices, and MLOps pipelines
  • Deep understanding of LLM lifecycle management, prompt engineering, model evaluation, and data pipelines.
  • Familiarity with enterprise AI architecture patterns — security, scalability, monitoring, and governance.
  • Strong presentation and stakeholder engagement skills.


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