Company Description
Zeitro is a provider of technology, data analytics, and product listing services for the US residential mortgage market. Our innovative solutions streamline processes and drive smarter decision-making for mortgage brokers and lenders. Learn more about our transformative work at https://www.zeitro.com.
Role Description
We are seeking an experienced AI Engineer to lead the development of innovative loan processing automation solutions. The ideal candidate will leverage cutting-edge AI technologies, including Large Language Models and Retrieval-Augmented Generation, to streamline loan applications and processing. This role combines expertise in machine learning, natural language processing, and back-end server development to create efficient, accurate, and scalable AI-driven systems for the financial services sector.
Key focus areas include implementing LLM-based features, optimizing RAG systems, managing vector stores, and developing robust back-end infrastructure. The successful candidate will play a crucial role in enhancing our loan processing capabilities through AI, driving efficiency and accuracy in our financial operations.
Key Responsibilities
- Develop AI-powered features to streamline loan application and processing workflows using Large Language Models (LLMs).
- Create and maintain embeddings from mortgage-related documents, design and implement vector stores, and optimize Retrieval-Augmented Generation (RAG) systems for enhanced information retrieval and accuracy in loan-related information processing.
- Build and maintain robust back-end server infrastructure to support AI-driven loan processing systems.
- Continuously refine AI models and strategies to enhance accuracy and performance in mortgage processing tasks.
Required Skills and Experience
- Strong background in machine learning and natural language processing
- Solid understanding of LLMs, vector databases, and Retrieval-Augmented Generation (RAG) techniques
- Proficiency in Python and relevant AI/ML libraries
- Expertise in back-end server development and API design
- Understanding of financial services, particularly in loan processing
- Ability to optimize AI models for accuracy and performance
Preferred Qualifications
- Advanced degree in Computer Science, AI, or related field
- Experience with cloud platforms (e.g., AWS)
- Knowledge of containerization and microservices architecture