Berkadia is looking to leverage cutting-edge machine learning and generative AI to redefine how the commercial real estate industry operates, improve operational efficiency, enhance workflows, and generate revenue by expanding and improving their generative AI system, Berkie.
Requirements
- 6+ years of professional software development experience, with a focus on Python.
- Experience building both traditional machine learning models (e.g., regression, classification, clustering) and generative AI systems (e.g., LLMs, retrieval-augmented generation, prompt engineering).
- Familiarity with cloud infrastructure and MLOps practices (deployment, monitoring, observability).
- Experience working with unstructured and semi-structured data, including transforming it into structured formats via machine learning.
- JavaScript experience is a plus.
- Experience with Agile methodologies and CI/CD practices.
Responsibilities
- Contribute directly to expanding and improving Berkie, building on top of proprietary company data to create intelligent systems that drive operational efficiency, enhance workflows, and generate revenue.
- Work closely with product, engineering, architecture, and data teams to design, implement, and scale AI systems - ranging from predictive modeling and traditional machine learning pipelines to agentic systems, intelligent document processing, and generative AI applications.
- Apply AI to real-world problems.
- Build and deploy machine learning models.
- Develop and maintain generative AI systems.
- Implement prompt engineering techniques.
- Work with unstructured and semi-structured data.
Other
- Be innovative and driven by curiosity.
- Willing to challenge the status quo.
- Thrives in a collaborative environment.
- Stays ahead in a fast-moving field.
- LI-HYBRID
