Senior Engineer - Machine Learning

Be Part of the Next. Be Berkadia. Berkadia is built on deep expertise, strong relationships, and a commitment to excellence across the commercial real estate industry. What sets us apart is our people. As a values-driven organization, we foster a culture where collaboration thrives, growth is encouraged, and employees are empowered to make an impact. Together, our people strengthen our business and help shape the future of Berkadia. Are you ready to be part of the next? Discover your next opportunity at Berkadia and apply today. Responsibilities 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. Qualifications Qualifications to perform this job successfully, an individual must be able to perform each essential duty satisfactorily. The requirements listed below are representative of the experience required. 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. Knowledge/Skills/Abilities Deep curiosity and a strong drive for self-learning; ability to stay current with rapid developments in ML and generative AI. Clear communicator with excellent written, visual, and verbal skills. Strong problem-solving and analytical thinking. Collaborative and open to sharing knowledge, giving and receiving feedback, and celebrating team progress. Motivated by impact and a sense of purpose in your work. We believe People Matter, so we offer benefits that go beyond: Monthly paid volunteer hours and donation matching to benefit our communities Employee Resource Groups that help you grow with us Fertility and family planning services Up to 12-weeks of fully paid parental leave Mental health care, including free counseling sessions: We'll help you fund your learning journey with generous tuition reimbursement Pet insurance discounts And more! Be Your Best Self. Be Berkadia. Berkadia, as an equal opportunity employer, celebrates our employees’ unique differences, which we believe drives personal and company-wide innovation and creates a people-first culture where your career can take the long view. To achieve these goals, we are committed to the full inclusion of all qualified individuals, without regard to race, religion, age, color, national origin, gender, sexual orientation, gender identity or expression, marital status, domestic partner status, military and veteran status, disability, pregnancy, parental status, genetic information, political affiliation, or any other status protected by federal, state and local laws. In keeping with our commitment, Berkadia takes the necessary steps to provide a workplace free from harassment and discrimination, as well as access and reasonable accommodations for individuals with disabilities. If you require reasonable accommodation to take part in the interview process, please contact talentacquisition@berkadia.com. You have rights under Federal and State employment laws. No question in this Application is intended to elicit information in violation of any such law, nor will any information obtained in response to any question be used in violation of any such law. If you apply for this role, you are acknowledging Berkadia's Application Policy and Berkadia's Privacy Policy. Please click the following links for more information about: EEOC, Employee Rights under the FMLA, EPPA. Show more Show less