Senior Engineer - Machine Learning
BerkadiaAmblerFull TimeEngineering
Remotely
reactpythonmachine learningjavascriptmlopsgenerative aillmsci/cd
Job Description
📋 Description
- Join Berkadia’s dedicated ML team to apply AI to commercial real estate data and workflows.
- Design, implement, and scale production-grade ML systems using generative and traditional
- Collaborate with product, engineering, architecture, and data teams to turn problems into scalable
- Work on end-to-end AI projects from modeling to deployment and ongoing improvement.
🎯 Requirements
- 6+ years of professional software development experience, with focus on Python.
- Experience building traditional ML models and generative AI systems (LLMs, retrieval-augmented
- Design and build AI agents with tool use, orchestration, memory/context management, and workflow
- Experience with AI evaluation harnesses, deployment and MLOps practices (monitoring, observability).
- Proficiency transforming unstructured data into structured formats for ML.
- React frontend/Javascript experience and CI/CD practices are a plus.
🎁 Benefits
- Competitive benefits package and learning opportunities.
- Tuition reimbursement and professional development support.
- Career growth in a hybrid work environment with cross-functional collaboration.
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