Machine Learning Engineer
Core
Lead the development of AI and machine learning capabilities within the infrastructure group, transforming prototypes into production-grade systems and building scalable AI infrastructure.
Role type
Senior IC machine learning engineer (AI infrastructure)
Builds
Production-grade AI/ML systems, agent orchestration platforms, and scalable AI infrastructure
Domain
Financial services / AI infrastructure
Deliverable
production ML models
Required skills
Python, PyTorch, Docker, Kubernetes, AWS/Azure/GCP, MLOps, LangGraph, LangChain, PydanticAI, LLM integration, vector databases, distributed systems design
Preferred skills
Experience with agentic AI systems, LLM routing, dedicated-hardware inference optimization, CI/CD integration
Technologies
Python, PyTorch, Docker, Kubernetes, AWS, Azure, GCP, LangGraph, LangChain, PydanticAI
Responsibilities
Lead development of AI/ML capabilities across multiple applications; Transform rapid prototypes into production-grade systems; Identify repeatable patterns and translate them into reusable capabilities; Design and implement scalable AI infrastructure; Orchestrate AI agents across distributed systems; Build high-performance evaluation pipelines and observability frameworks; Partner with teams to teach AI infrastructure best practices
Seniority
Senior, hands-on IC
