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Job Description
Structured overview of role & requirementsAbout This Role
Define and drive the AI/ML technical roadmap for the Dara MCP mortgage servicing platform.
Architect, develop, and maintain scalable AI solutions including LLM orchestration, RAG, document intelligence, and event-driven architectures using technologies like Python, TypeScript, Kafka, and Neo4j.
Lead technical leadership activities including mentoring engineers, conducting technology assessments, establishing standards, and collaborating with stakeholders including Mortgage Servicing SMEs.
Minimum Requirements
10+ years of software engineering and solution architecture experience with significant AI/ML platforms exposure.
Expertise in Large Language Models (e.g., GPT-4, Claude Sonnet), Retrieval-Augmented Generation solutions, and document intelligence platforms.
Strong programming skills in Python and TypeScript along with experience in Kafka, Neo4j, and Azure enterprise security frameworks.
Experience in mortgage servicing, loan origination, or regulated financial services environments is strongly preferred.
Ideal Candidate Profile
Technical leader with hands-on experience architecting and delivering enterprise-scale AI/ML solutions within complex regulated domains like mortgage servicing.
Deep domain and technical expertise in LLMs, event-driven AI architectures, graph databases, and cloud-native AI platforms (GCP Vertex AI, Azure).
Skilled at translating complex business requirements into scalable AI products while influencing cross-team technical direction and mentoring engineers.