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Niche GenAI skillset, non-metro Mohali location, and lesser-known employer reduce applicant competition.
Specialized GenAI skills transfer across industries but require LLM-specific experience, so moderate sensitivity.
Explicit 3+ years, 1+ year LLM experience, and mandatory LangChain/Python/vector DB skills enforce strict filtering.
Own the development and maintenance of Retrieval-Augmented Generation (RAG) pipelines for enterprise AI products.
Design and implement multi-agent orchestration systems using frameworks like LangChain or CrewAI.
Integrate LLM APIs (OpenAI, Anthropic, Mistral) into scalable backend services and monitor systems for performance and cost efficiency.
3+ years software engineering experience including 1+ years specifically in LLM/Generative AI.
Proficiency with Python and API integrations.
Experience with LangChain, LlamaIndex, or similar frameworks for generative AI workflows.
Knowledge of vector databases such as Pinecone, Weaviate, or pgvector.
Experienced in end-to-end AI product development from model integration to UI deployment, indicating full-stack capability.
Practical exposure to prompt engineering and evaluation frameworks showing operational competence with LLM optimization.
Comfortable working directly with clients to translate business needs into AI-driven solutions, suggesting strong domain and communication skills.