Position Details
About this role
Lead the development and deployment of advanced AI solutions focusing on large language models, orchestration, and operational excellence within SoFi’s risk organization.
Key Responsibilities
- Define AI architecture
- Implement LLM orchestration
- Develop persistent agent memory
- Optimize models
- Ensure AI operational excellence
Technical Overview
Involves designing scalable AI architectures, deploying LLMs, optimizing models with PEFT, and ensuring high-performance inference with robust observability.
Ideal Candidate
The ideal candidate is a senior AI engineer with expertise in large language models, distributed systems, and model optimization techniques. They have a strong background in deploying scalable AI solutions and mentoring engineering teams in cutting-edge AI research.
Must-Have Skills
Nice-to-Have Skills
Tools & Platforms
Required Skills
Hard Skills
Soft Skills
Industry & Role
Keywords for Your Resume
Deal Breakers
Lack of experience with LLM deployment, No background in AI engineering, No experience with distributed systems, Unfamiliarity with model optimization techniques
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