Machine Learning Engineer

Company: Quilt.app
Location: San Francisco
Posted on: November 13, 2024

Job Description:

At Quilt, we're using LLMs and other AI tools to automate the future of technical selling.LLMs are capable of miracles, but without careful control and context they are just token-vomiting parrots.As a Machine Learning Engineer, you will use state of the art models and techniques to build the intelligence behind Quilt.What You Will Do

• 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 than they are used toQualifications
• 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
• Preferred: Product ML experience building recommender systems
• Preferred: Additional proficiency in TypeScript, Rust, C++
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Keywords: Quilt.app, Parkway-South Sacramento , Machine Learning Engineer, Engineering , San Francisco, California