
Posted 8 hours ago
Senior AI Engineer
BackbaseSenior AI Engineer
Requirements
Expertise in LangChain ecosystem, Experience building autonomous agents, Knowledge of RAG and GraphRAG, Expert-level Python skills, System design in Kubernetes
Skills
PythonLangChainKubernetesRAGAWS
About the role
Responsibilities
- Design and implement complex agentic workflows and assistant platforms using the LangChain ecosystem.
- Develop and optimize RAG (Retrieval-Augmented Generation) and GraphRAG pipelines to provide agents with deep, contextual domain knowledge.
- Architect scalable, distributed AI services that integrate seamlessly into Kubernetes (K8s) environments.
- Implement robust monitoring, tracing, and evaluation frameworks such as LangSmith, LangFuse, or Promptfoo.
- Build and manage "Skills" and toolsets for agents, including the implementation of the Model Context Protocol (MCP).
- Design sophisticated Human-in-the-Loop (HIL) patterns to ensure accuracy in high-stakes financial decisions.
- Provide technical leadership and mentorship to junior engineers.
Requirements
- Deep, hands-on experience with the LangChain ecosystem (LangGraph, LangServe).
- Proven track record of building autonomous agents or sophisticated assistant platforms.
- Strong knowledge of RAG architectures and emerging GraphRAG methodologies.
- Expert-level Python skills with a focus on clean, maintainable, and asynchronous code.
- Demonstrated ability to design and manage scalable, distributed systems within a Kubernetes ecosystem.
- Experience using Agentic Ops platforms for debugging and performance tuning.
Preferred Qualifications
- Knowledge of Java for integrating AI services with core backend systems.
- Familiarity with DevOps culture, including CI/CD pipelines and cloud-native monitoring.
- Experience in the fintech industry and understanding of banking security and compliance requirements.
About the Company
Backbase is on a mission to help banks re-architect around the customer and embrace the era of Engagement Banking. We provide the technology that allows financial institutions to build sophisticated, customer-centric digital experiences.
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Backbase · Krakow
