
AI System Designer
3 days ago
Job Summary
We are seeking a highly motivated and technically skilled Data Architect to design, build, and scale intelligent systems. The ideal candidate will bring hands-on expertise in Generative AI, Retrieval-Augmented Generation, vector databases, and cloud-native applications.
Main Responsibilities:- Develop AI/ML-enabled applications with a focus on modularity, scalability, and maintainability.
- Create RAG pipelines tailored for enterprise or product-based use cases, optimizing for retrieval relevance and accuracy.
- Work with unstructured data — documents, transcripts, APIs — and transform them into structured knowledge systems using embeddings, vector stores, and knowledge graphs.
- Evaluate and select appropriate GenAI tools, frameworks, and models, balancing performance, latency, cost, and data security.
- Monitor application behavior and refine prompts, retrieval logic, and context engineering to enhance response quality.
- 3–4 years of hands-on experience in AI/ML, data engineering, or full-stack development, with a strong foundation in intelligent system design.
- Deep understanding of Large Language Models (LLMs) — including concepts like embeddings, context windows, transformers, token limits, and memory strategies.
- Proven experience implementing RAG pipelines and working with vector databases and Knowledge Graphs.
- Familiarity with GenAI frameworks and orchestration tools such as LangChain, LlamaIndex, or similar.
- Proficiency in Python and experience developing backend logic and integrating with APIs.
- Competitive compensation and performance-based bonuses.
- Opportunities for learning, research, and career growth in cutting-edge AI technologies.
- A collaborative, transparent, and inclusive work environment.
- Generative AI (GenAI)
- RAG pipelines
- Python
- API integration
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