Sr/Lead AI Backend Data Engineering - GenAI
Core
Design, build, and maintain scalable backend systems and data pipelines integrating LLM-powered solutions for fraud investigation, decision automation, and process optimization within FICO's analytics platform.
Role type
Senior/Lead Backend Data Engineer (GenAI)
Builds
Scalable backend systems, data pipelines, and LLM-powered microservices/APIs for real-time analytics and decisioning.
Domain
Financial analytics, fraud detection, and Generative AI (GenAI)
Deliverable
production ML models | product features | infrastructure
Required skills
Python, Go, Java, Apache Spark, Kafka, Hadoop, relational and NoSQL databases, AWS/GCP/Azure, Docker, Kubernetes, LLM integration, RAG architectures, vector databases
Preferred skills
RAG architectures, vector databases (Pinecone, Weaviate, pgvector), mentoring engineering teams
Technologies
Apache Spark, Kafka, Hadoop, AWS, GCP, Azure, Docker, Kubernetes, Pinecone, Weaviate, pgvector
Responsibilities
Design and deploy scalable backend systems and data pipelines; Build high-quality solutions for data ingestion, transformation, and storage; Design and implement LLM-powered solutions for decision automation; Develop sophisticated prompting strategies and RAG architectures; Partner with data scientists and product teams to develop microservices and APIs; Optimize distributed architectures for high-volume, low-latency workloads; Lead and mentor engineering team members
Seniority
Senior/Lead, hands-on IC with mentorship responsibilities