Senior Machine Learning Engineer (AIOS)

Description du poste

As a Machine Learning Engineer, part of Zafin’s AIOS Product team, you will build the machine learning and AI systems that power the AIOS Knowledge Fabric and help agents reason over enterprise knowledge with accuracy, traceability, and control You will work on practical production systems, including retrieval, ranking, embeddings, model integration, evaluation, data pipelines, model serving, observability, and the workflows that make AI outputs reliable for regulated banking environments. This is a hands-on engineering role focused on turning ML and LLM capabilities into dependable product infrastructure This role is critical for high-quality knowledge, strong evaluation, and reliable model behavior. You will help build the foundation that allows customers to use AI agents with confidence, accountability, and measurable business value Design, build, test, and maintain ML and AI capabilities for AIOS, with a focus on knowledge retrieval, model integration, and production reliability Develop systems for embeddings, vector search, ranking, retrieval-augmented generation, knowledge ingestion, and knowledge quality improvement Build and improve model evaluation workflows, test sets, scoring approaches, quality metrics, and monitoring for AI and LLM-based systems Partner with AI engineers, data engineers, product managers, architects, and domain experts to translate product needs into ML system designs and working software Write production-quality Python or equivalent code, including services, pipelines, automation, tests, and integration points with product systems Improve ML system performance, latency, cost, reliability, and observability in production and pre-production environments Work with structured and unstructured enterprise data, including documents, metadata, knowledge sources, customer data, and operational signals Support responsible AI practices by improving traceability, explainability, governance, auditability, privacy, and human review workflo

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