AI Model Architect
1 week ago
First American is a national provider of property-centric information, analytics, risk management, and valuation solutions. Our Data & Analytics division boasts over 20 patents and remains at the forefront of innovation, leveraging technology and data to deliver best-in-class decisioning solutions. We are proud to foster an inclusive and diverse workplace where everyone feels welcome, supported, and empowered to innovate and reach their full potential.
Job Description
We are seeking an AI Model Architect to join our team in developing and deploying large-scale machine learning models in production. As a key member of our Data & Analytics division, you will be responsible for building and implementing deep learning-based transformer-based machine learning models in NLP and Computer Vision. Your expertise will be critical in driving innovative R&D initiatives and ensuring smooth ML flow from development to production.
Key Responsibilities
- Design and architect LLM models based on the Transformer architecture for various NLP tasks.
- Implement and experiment with Retrieval Augmented Generation (RAG) technique to enhance generation capabilities of LLMs.
- Develop and maintain efficient ML flow processes, including model versioning, deployment, and monitoring.
Requirements
- Bachelor's degree in computer science, software engineering, or a related field.
- Master's or PhD degree preferred.
- 5-7 years of related work experience in building and maintaining large-scale machine learning platform solutions.
Salary Range: $126,100 - $168,100 annually
What We Offer
At First American, we offer a comprehensive benefits package including medical, dental, vision, 401k, PTO/paid sick leave, and other great perks like an employee stock purchase plan.
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