Product Manager
Dallas,TX
Onsite
JD-Detailed
10+ years of experience as a Technical Business Analyst working on enterprise-scale applications
Strong understanding of N-tier application architecture and end-to-end request lifecycle (Ut+ services integrations data)
Deep knowledge of application internals, including backend services, middleware, APIs, databases, and batch processing
Ability to analyse and document technical architecture, sequence flows, integration specs, and Al solution designs
Strong experience in capturing, analysing, and translating requirements into implementable specifications for mission-critical, high-availability applications
Hands-on understanding of integration patterns, REST/SOAP APIs, synchronous vs asynchronous workflows, and message queues
Strong exposure to GenAl and Machine Learning system architecture, including model inference and enterprise integration
Clear understanding of vectorization, embeddings, and vector databases for unstructured data retrieval
Knowledge of chunking strategies (fixed, semantic, overlapping) and their impact on retrieval accuracy and performance
Strong understanding of Retrieval-Augmented Generation (RAG) architecture and end-to-end workflow
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