Source URL: https://www.ycombinator.com/companies/kastle/jobs/XSq5nJT-founding-applied-ai-engineer-at-kastle
Source: Hacker News
Title: Kastle (YC S24) Is Hiring Engineer #3
Feedly Summary: Comments
AI Summary and Description: Yes
Summary: The text provides insights about the role of a Founding Applied AI Engineer at Kastle, an AI platform focused on enhancing mortgage servicing through advanced AI technologies. It emphasizes crucial responsibilities, the importance of compliance with regulatory standards, and the integration of large language models (LLMs) in real-world applications.
Detailed Description: This text outlines a unique opportunity in the realm of applied AI, specifically targeting professionals engaged in AI and cloud technologies. It highlights the blend of AI and regulatory compliance essential for modern mortgage servicing.
– **Company Overview**:
– Kastle represents an innovative AI platform tailored for major mortgage lenders.
– It is backed by significant finance from notable investors, presenting a strong foundation for growth.
– **Role Specification**:
– The position focuses on integrating advanced AI technologies into Kastle’s platform, particularly fine-tuning LLMs.
– Responsibilities include:
– **AI Model Integration**: Fine-tuning and deploying LLMs for borrower interactions.
– **Prompt Engineering**: Designing and testing prompts to optimize AI performance.
– **Custom AI Solutions**: Training domain-specific AI models for mortgage servicing.
– **Scalability & Compliance**: Ensuring AI meets regulatory standards (FDCPA, RESPA, TILA).
– **Data Pipelines & APIs**: Building workflows integrating with loan servicing platforms.
– **Continuous Optimization**: Monitoring and enhancing AI performance.
– **Candidate Profile**:
– Ideal candidates will possess over three years in applied AI or ML engineering.
– Must have proficiency in programming (Python, TensorFlow/PyTorch) and experience with fine-tuning LLMs.
– Understanding mortgage regulations is essential to maintain compliance in AI solutions.
– **Career Growth Potential**:
– Working with a fast-growing AI startup presents opportunities for significant impact in the financial services sector.
– Candidates will be part of a top-tier collaborative environment, equipped with competitive compensation and equity options.
This role epitomizes the merging of AI innovation with regulatory compliance, emphasizing the importance of security, accuracy, and effective interaction in a highly regulated industry. For professionals in AI, cloud, and compliance roles, this represents a noteworthy example of how applied AI is revolutionizing traditional sectors.