Big Data Engineer Lead
Core
Lead the development of scalable machine learning and generative AI solutions within the Ratings Organization's Data Services Team, partnering with stakeholders to define use cases and deliver business value.
Role type
Senior IC Big Data Engineer Lead (AI/ML focus)
Builds
Scalable ML and generative AI platforms, services, and tooling for S&P Ratings analytics
Domain
Financial ratings, credit analytics, and AI/ML
Deliverable
production ML models
Required skills
Python, Java, Spring Boot, SQL, TensorFlow, PyTorch, scikit-learn, Docker, Kubernetes, Git, AWS, deep learning, NLP, generative AI, agentic AI frameworks
Preferred skills
LangChain, LangGraph, CrewAI, graph technologies, React, JavaScript, Apache Spark, Hadoop, data engineering, feature engineering, AI-native SDLC
Technologies
AWS, TensorFlow, PyTorch, scikit-learn, Docker, Kubernetes, Git, React, JavaScript, Apache Spark, Hadoop, LangChain, LangGraph, CrewAI
Responsibilities
Partner with business stakeholders to gather requirements and define use cases; Collaborate with data scientists and engineers to design and deploy ML solutions; Analyze large datasets to develop data-driven insights; Build platforms to optimize and fine-tune ML models; Research and apply emerging AI technologies; Contribute to best practices and reusable AI capabilities
Seniority
Senior, hands-on IC with leadership responsibilities
