Machine Learning Engineer

Quilt.app - San Francisco, CA

Full-time

San Francisco, CA

About the position

As a Machine Learning Engineer at Quilt, you will leverage state-of-the-art models and techniques to enhance technical selling through automation. Your role will focus on fine-tuning large language models (LLMs) and developing intelligent systems that improve product performance and user experience.

Responsibilities

• Fine tune embeddings and LLMs for better search, RAG, and question answering
• Prompt engineer RAG and other systems for question answering, data mining, and other tasks
• Collect analytics and mine them for product insights
• Build search and recommender systems to automatically improve the product over time
• Build real-time LLM experiences using optimizations and tricks to provide results to users faster.

Requirements

• Experience using LLMs to solve real world problems
• 3+ years experience training and fine tuning ML models in production
• Proficiency in Python, NumPy, PyTorch
• Attention to detail, willingness to debug data quality issues and solve learning problems end to end

Nice-to-haves

• Product ML experience building recommender systems
• Additional proficiency in TypeScript, Rust, C++