Machine Learning Engineer 5, Senior Manager - Intelligent Foundations and Experiences (IFX)
Core
Design, build, and scale massive multi-tenant platforms for large footprint ML model training and serving at scale, while developing production-ready data pipelines and optimizing ML infrastructure.
Role type
Senior Manager, hands-on IC Machine Learning Engineer
Builds
Production ML models, multi-tenant ML platforms, and optimized data pipelines
Domain
Financial services, Cloud-native ML infrastructure, Distributed systems
Deliverable
production ML models
Required skills
Python, Java, Golang, C++, PyTorch, TensorFlow, Spark, Ray, Kubernetes, AWS/GCP/Azure, CI/CD, Model deployment, Hyperparameter tuning, Vector databases, LLM orchestration
Preferred skills
RAG pipelines, Agentic AI patterns, LLM fine-tuning, Model right-sizing, Incident response planning, Open source contributions
Technologies
Kubernetes, Spark, Ray, LangChain, LangGraph, LlamaIndex, Semantic Kernel, OpenAI, Anthropic, Bedrock, Ollama, Hugging Face, CUDA
Responsibilities
Design and deliver ML models solving real-world business problems; Build and scale multi-tenant ML platforms; Construct optimized data pipelines; Retrain, maintain, and monitor production models; Collaborate on cross-functional Agile teams; Ensure code governance and Responsible AI practices.
Seniority
Senior Manager, hands-on IC
