Senior ML Engineer — Generative AI for Real Estate

Latitude; Midvale (UT); On-site; USD 150,000 - 210,000; Full time

Benefits offered by this job

Competitive compensation

Comprehensive health benefits

Tuition reimbursement

Professional development opportunities

Job summary

Berkadia is seeking a Senior Engineer, Machine Learning to advance Berkie, our generative AI platform, and apply ML across commercial loan servicing. You will work with product, engineering, architecture, and data teams to design, implement, and scale AI systems that improve efficiency and drive revenue.

The role emphasizes solving real-world problems with cutting‑edge ML, agentic systems, and intelligent document processing in a fast-moving environment.

Qualifications

• 6+ years of professional software development experience with a focus on Python.
• Experience building traditional ML models and generative AI systems.
• Experience designing and building AI agents, including tool use, memory/context management, and workflow automation.
• Experience building AI evaluation harnesses to test and improve model quality.
• Familiarity with cloud infrastructure and MLOps practices (deployment, monitoring).
• Experience with transforming unstructured data into structured formats.

Responsibilities

• Design, implement, and maintain production-ready ML systems using Generative and traditional techniques.
• Architect end-to-end AI solutions for use cases like intelligent document processing and information retrieval.
• Drive the development of Berkie, Berkadia’s generative AI platform, ensuring access to proprietary data and scalability.
• Collaborate with cross-functional teams to identify problems and translate them into scalable AI solutions.
• Write maintainable code in Python and leverage modern cloud infrastructure; use notebooks for experimentation.
• Establish and contribute to MLOps best practices including deployment, monitoring, and observability.
• Participate in peer reviews and design discussions to foster knowledge sharing.
• Document system designs and outcomes for clarity and reproducibility.

Skills

Python

Machine Learning

Generative AI

AI agents

MLOps

CI/CD

Agile

React (frontend)

Education

Bachelor’s degree in Computer Science or STEM field

Tools

Cloud infrastructure

Job description

Berkadia is seeking a Senior Engineer, Machine Learning to advance Berkie, our generative AI platform, and apply ML across commercial loan servicing. You will work with product, engineering, architecture, and data teams to design, implement, and scale AI systems that improve efficiency and drive revenue.

The role emphasizes solving real-world problems with cutting‑edge ML, agentic systems, and intelligent document processing in a fast-moving environment.