Position Details
About this role
This role involves developing and deploying advanced AI and machine learning models, particularly large language models, to enhance Stripe's Assistant platform. The engineer will focus on improving model safety, reliability, and performance.
Key Responsibilities
- Develop end-to-end ML architectures
- Ground responses in authoritative data
- Fine-tune LLMs with RLHF
- Optimize RAG pipelines
- Enhance model safety and reliability
Technical Overview
The technical environment includes large language models, reinforcement learning, RAG pipelines, synthetic data generation, and embedding techniques, primarily applied within Stripe's AI infrastructure.
Ideal Candidate
The ideal candidate is a senior AI/ML engineer with extensive experience in large language models, reinforcement learning, and retrieval-augmented generation. They possess a strong background in deploying AI solutions at scale and have expertise in fine-tuning models with domain-specific data.
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 LLMs or RLHF, No background in AI/ML research or deployment, Inability to work remotely
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