Berkadia is looking to redefine the commercial real estate industry by building, growing, and managing a team that delivers state-of-the-art GenAI and Machine Learning (ML) solutions. The goal is to improve revenue generation, risk reduction, and efficiencies by providing GenAI and ML solutions to enhance Berkadia's data and content generation capabilities.
Requirements
- Experience building and tuning machine learning models
- Experience delivering Machine Learning solutions
- Proficiency in R and/or Python, Javascript, Node.js. Experience with Spark.
- Strong experience with Scrum methodology and Agile practices, as well as Open Source technologies.
- Write accurate production-quality code using OpenAI, AWS, Azure, and PySpark.
- Build and test code to validate functionality against requirements and ensure full unit test coverage.
- Participate in peer code reviews, both as a submitter and a reviewer.
Responsibilities
- Develop and execute organizational machine learning strategy, aligning technical capabilities with business objectives and growth targets.
- Lead and grow a team of Machine Learning Engineers, Product Managers, and Software Engineers, coaching them on discovering and implementing next-generation GenAI and ML solutions and scaling their teams.
- Oversee the design, development, and deployment of scalable machine learning systems and infrastructure across multiple business domains.
- Guide technical decision-making on model architecture, framework selection, and infrastructure planning.
- Collaborate closely with product, data, and software engineering to develop their roadmap and deliverables.
- Identify ways to use ML for new business cases that produce business value.
- Lead the generation of predictive algorithms, generative AI solutions & intelligent document processing that enhance and automate workflows and decision making at the organization
Other
- Be Part of Building the Next. Be Berkadia.
- Excellent verbal and written communication skills, with strong logical, analytical, and problem-solving abilities.
- 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
