Product Manager

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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