Senior ML Engineer - Generative AI & Production Systems

Berkadia; New York (NY); Sur place; USD 200 000 - 250 000; Plein temps

Avantages offerts par ce poste

Volunteer hours

ERGs (Employee Resource Groups)

Fertility benefits

Parental leave (up to 12 weeks)

Mental health support

Tuition reimbursement

Pet insurance

Additional benefits

Résumé du poste

Berkadia is seeking a Senior Engineer, Machine Learning in the United States to advance Berkie, our generative AI platform, and scale AI systems across commercial real estate workflows.

You will work with product, engineering, architecture, and data teams to design, implement, and scale AI solutions, from predictive modeling to agentic and document processing tasks, while pursuing high-impact outcomes.

Qualifications

• 6+ years of professional software development experience.
• Experience building both traditional ML models and generative AI systems.
• Familiarity with cloud infrastructure and MLOps practices.

Responsabilités

• Design, implement, and maintain production ready machine learning systems using both generative and traditional techniques.
• Architect end to end AI solutions for use cases such as intelligent document processing, agentic systems, and information retrieval.
• Drive the continued development of Berkie, Berkadia’s generative AI platform, ensuring it delivers meaningful access to proprietary data and supports efficiency and growth across the business.
• Collaborate with cross functional teams - including product, engineering, and data - to identify impactful problems and translate them into scalable AI solutions.
• Write maintainable, high quality code using Python and modern cloud infrastructure; use notebooks as needed for experimentation and rapid iteration.
• Establish and contribute to best practices in MLOps, including model deployment, monitoring, observability, and continuous improvement.
• Participate in peer reviews, design discussions, and team learning sessions to foster transparency and knowledge sharing.
• Document system designs, decisions, and outcomes to improve clarity and reproducibility across the team.
• Stay up to date with the rapidly evolving ML and GenAI landscape; self learning and curiosity are essential to success in this role.
• Take initiative, share wins, and work with purpose — we value engineers who care deeply about their craft and their impact on others.

Connaissances

Python

LLMs

MLOps

Cloud

CI/CD

Agile

Data processing

Outils

Jupyter

Git

Containers

Description du poste

Berkadia is seeking a Senior Engineer, Machine Learning in the United States to advance Berkie, our generative AI platform, and scale AI systems across commercial real estate workflows.

You will work with product, engineering, architecture, and data teams to design, implement, and scale AI solutions, from predictive modeling to agentic and document processing tasks, while pursuing high-impact outcomes.