About this role
AI Engineer at SoFi focuses on architecting agentic AI systems to solve real-world risk management problems, working at the intersection of LLMs, agents, and orchestration to improve internal workflows.
Key Responsibilities
- Architect and Develop Agentic AI Systems
- Design the Experience Layer
- Context Engineering and System Design
- Productionize AI Systems
- AI Observability and Evaluation
Technical Overview
Role includes designing production-grade AI systems, integrating LLMs with tool use and memory, and building backend services and APIs on cloud platforms for risk insights and operational automation.
Ideal Candidate
The ideal candidate is a mid-level AI Engineer with 2-5 years of software development experience, hands-on work with LLMs and agent frameworks, and a solid foundation in Python and cloud platforms (AWS/Azure/GCP) to build production-grade AI systems for risk analytics in fintech.
Must-Have Skills
Bachelor’s or Master’s degree in Computer ScienceData ScienceArtificial IntelligenceMachine Learningor a related fieldTwo to five years of software development experienceHands-on experience building and shipping AI-powered applications or workflowsExperience with LLMs and promptingAPIsor agent frameworksExperience cloud platforms such as AWSAzureor GCP
Nice-to-Have Skills
LangGraph experienceLangSmith/Langfuse observabilityFrontend tech (React) for AI-powered interfacesExperience with data pipelines
Tools & Platforms
LangGraphLangSmithLangfusePythonAPIsAWSAzureGoogle Cloud Platform
Required Skills
Bachelor’s or Master’s degree in Computer ScienceData ScienceArtificial IntelligenceMachine Learningor a related field; Two to five years of software development experience; Hands-on experience building and shipping AI-powered applications or workflows; Experience with LLMs and promptingAPIsor agent frameworks; Experience cloud platforms such as AWSAzureor GCP
Hard Skills
PythonLLMsLarge Language ModelsLangGraphLangSmithLangfusepromptingagent frameworkscontext engineeringretrieval-based approachesAPIscloud platformsAWSAmazon Web ServicesAzureGoogle Cloud Platformdata pipelinesobservabilityproduction-grade services
Soft Skills
strong problem-solvingcommunicationcollaborationownershipbias for actionability to work through ambiguity
Keywords for Your Resume
AI EngineerSoFiLLMsLarge Language ModelsLangGraphLangSmithLangfusepromptingagent frameworksPythonAPIscloud platformsAWSAmazon Web ServicesAzureGoogle Cloud Platformdata pipelinesobservabilityproduction-grade servicesrisk analytics
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