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AI Solutions Engineer
2 months ago
Quilt is seeking a talented Machine Learning Engineer to innovate in the realm of technical sales through advanced AI methodologies.
While Large Language Models (LLMs) offer remarkable capabilities, their effectiveness hinges on skilled implementation.
Position: Machine Learning Engineer
Key Responsibilities:
- Optimize embeddings and LLMs to improve search functionalities, retrieval-augmented generation (RAG), and inquiry resolution.
- Design and develop RAG systems and other solutions for tasks such as inquiry resolution and data extraction.
- Evaluate and derive insights from analytics data to drive product improvements.
- Create and enhance search and recommendation systems for ongoing product development.
- Implement real-time LLM applications utilizing optimization strategies for quicker user responses.
Essential Qualifications:
- Proven experience in applying LLMs to address practical challenges.
- Minimum of 3 years in training and fine-tuning machine learning models for operational use.
- Strong proficiency in Python, NumPy, and PyTorch.
- Meticulous attention to detail with the capability to identify and resolve data quality issues and learning obstacles comprehensively.
Desirable Skills:
- Experience in Product Machine Learning, particularly in developing recommendation systems.
- Additional skills in Typescript, Rust, or C++ are a plus.
