Senior Staff AI Engineer
SoFi
about 1 month ago
San Francisco, CA, USA
Senior / Staff+
Responsibilities
- Define the long-term technical architecture and strategy for the AI platform.
- Architect and standardize graph-based LLM orchestration.
- Develop infrastructure for agentic state management.
- Pioneer advanced parameter-efficient fine-tuning techniques.
- Support the development of a unified model serving platform.
- Define and enforce high standards for AI operationalization.
- Mentor senior and junior AI Engineers.
- Coordinate with cross-functional teams for project delivery.
- Stay updated with trends in GenAI, LLMs, and NLP.
Requirements
- Bachelor’s or Master’s degree in Computer Science, Data Science, AI, or related field; PhD is a plus.
- 8+ years of software development experience, with 3+ years in production-level AI applications.
- Expert-level experience with LangGraph for LLM applications.
- Proficiency in developing sophisticated agentic solutions.
- Deep understanding of LLM architectures and advanced text generation techniques.
- Experience with parameter-efficient fine-tuning techniques.
- Expertise in building inference engines and managing Kubernetes/GPU orchestration.
- Experience designing AI observability solutions.
- Familiarity with cloud platforms and containerization technologies.
- Expert level Python is required; React is preferred.
- Experience with large-scale data handling and AI-powered APIs.
Tech Stack
Amazon DynamoDBAWSAzureDockerElasticsearchGoogle Cloud PlatformKubernetesPythonReactSnowflake
Categories
AI & MLData Science