Leverage technical expertise to shape innovative solutions and align capabilities to solve real-world challenges within Home Lending Modeling Team, focusing on applying Large Language Models (LLM) and Generative AI (GenAI) on different use cases and enhancing organizational efficiency through traditional AI/ML model development.
Requirements
- 3+ years of experience in AI/ML development and application.
- Strong understanding of GenAI and LLM technologies and their applications.
- Proficiency in programming languages such as Python or R for AI/ML model development/deployment.
- Experience with AI/ML frameworks and libraries.
- Ability to translate complex technical concepts into clear documentation and presentations.
- Strong problem-solving skills and a creative approach to AI/ML application.
- Deep understanding of traditional AI/ML techniques as well as GenAI/LLM models.
Responsibilities
- Develop and document innovative AI/ML models with a focus on GenAI and LLM use cases (using out-of-the-box models).
- Execute AI/ML model development, ensuring alignment with organizational goals.
- Document use cases and technical solutions.
- Apply out-of-the-box LLM products to address various business challenges and create efficiencies.
- Conduct experiments and validate hypotheses to ensure the effectiveness of AI/ML solutions.
- Provide insights and recommendations based on data analysis and model outcomes.
Other
- BS degree in a related field, such as Data Science, Computer Science, Engineering, or similar STEM discipline.
- Collaborate with cross-functional teams to identify opportunities for AI/ML integration.
- Excellent communication skills for collaboration with stakeholders at various levels.
- Master’s Degree in a relevant field.
- Experience in applying AI/ML solutions in industries such as finance, or technology.
