AI/ML Platform Engineer

Toyota Financial Services is a finance and insurance business within Toyota that is building cloud-native platform capabilities for enterprise AI/ML and GenAI application delivery. The AI/ML Platform Engineer will design and maintain platform components, implement MLOps and LLMOps capabilities, integrate AWS AI/ML services, maintain CI/CD and infrastructure automation, and support production reliability in collaboration with cross-functional engineering teams.

Responsibilities:

• Design, build, test, and maintain cloud-native platform components and services that support AI/ML and LLM workloads
• Help implement and operate MLOps and LLMOps capabilities such as model deployment pipelines, monitoring, and operational reliability
• Build integrations with AWS AI/ML services such as Amazon SageMaker and Amazon Bedrock, along with model registries, vector data stores, model endpoints, and orchestration tooling
• Help build and maintain CI/CD pipelines, infrastructure-as-code, and deployment automation in collaboration with platform and DevOps engineering teams
• Troubleshoot production issues, analyze system metrics, and support improvements for reliability, latency, and cost
• Follow engineering standards for code quality, testing, documentation, and Agile delivery
• Continuously learn evolving AI/ML platform technologies and engineering best practices