Generative ai engineer

2 days ago

Mount Abu, India Sesheng Company Full time

Gen AI Engineer (Semantic Search & RAG Systems) Location: Remote in India (to work in US Time zone) Sesheng Company is looking for a skilled and driven Gen AI Engineer to join our team on a contract basis. You will be instrumental in designing and deploying a cutting-edge semantic search capability to power our next generation of enterprise AI applications. This role is perfect for an engineer who thrives on building production-ready LLM-powered retrieval systems from the ground up. As a Gen AI Engineer, your primary focus will be on the end-to-end development of Retrieval-Augmented Generation (RAG) systems. You will leverage Amazon Bedrock , Open Search , and advanced vector embedding pipelines to deliver highly relevant and performant search and retrieval services. Key Responsibilities Design and implement robust semantic search architectures utilizing Amazon Bedrock and Open Search (specifically k-NN indexing and vector embeddings). Build automated embedding pipelines for data ingestion and indexing using core AWS services like Lambda , S3 , and API Gateway . Integrate multimodal embeddings (e.g., Titan Multimodal or similar models) to enable high-relevance search across both text and image data. Develop scalable REST APIs for handling semantic queries, sophisticated result ranking, and hybrid search (combining semantic relevance with filters). Collaborate closely with backend and data engineering teams to seamlessly integrate developed AI services into existing enterprise applications. Lead efforts in search relevance testing, optimization, and comprehensive technical documentation. Required Skills & Experience Expert-level proficiency in Python and developing robust, scalable REST APIs . Proven experience working with Amazon Bedrock , Open Search , and various vector databases ( Weaviate, Pinecone, etc.). Deep technical understanding of LLM architectures , embeddings , and designing RAG pipelines . Practical experience with key AWS services including Lambda, API Gateway, S3, and Step Functions. Demonstrated ability to evaluate embedding quality , perform iterative tuning, and optimize search relevance. Strong problem-solving, communication, and collaboration skills, particularly in agile and fast-paced environments . Nice-to-Have Qualifications Familiarity with Postgre SQL or experience using workflow automation tools like n8n. Experience successfully integrating and deploying AI features into production web or large-scale enterprise systems. Sesheng Company is an Equal Opportunity Employer and values diversity. We encourage all qualified candidates to apply.

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