
Databricks
Senior
Deploy production GenAI at Databricks customers in Korea
Interview for a Forward Deployed AI Engineer role on Databricks' AI Professional Services team in Seoul, building and productionizing RAG, multi-agent, and Text2SQL systems directly with customers. Expect deep technical questioning on GenAI architecture plus fluent bilingual (Korean/English) client-facing communication.
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What this interview tests
- RAG and multi-agent system design
- Text2SQL and fine-tuning tradeoffs
- Production GenAI evaluation and optimization
- ML deployment on cloud platforms (AWS/Azure/GCP)
- Customer-facing technical advisory
Common question themes
Walk through a production GenAI system you owned end to end
How do you evaluate and improve a RAG or agent pipeline post-launch
Explain a complex ML/AI tradeoff to a non-technical customer stakeholder
Handling an ambiguous, first-of-its-kind customer AI problem
Experience with Databricks/Spark for large-scale data processing
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