Senior Cloud Engineer AI
Core
Designing and implementing secure, compliant AI/ML platforms and automated MLOps solutions for a highly regulated banking environment.
Role type
Senior Cloud Engineer specializing in AI/ML platform architecture and MLOps
Builds
Reusable architectural patterns, automated ML pipelines, and observability frameworks for enterprise AI/ML services
Domain
Banking / Cloud AI & Machine Learning
Deliverable
production ML models | infrastructure
Required skills
AWS AI/ML services (SageMaker, Bedrock), Azure AI/ML services (Azure ML, Azure OpenAI, Azure AI Foundry), MLOps platform design, LLMOps and LLM lifecycle management, Python, Infrastructure-as-Code (Terraform, CloudFormation, ARM/Bicep), MLflow, cloud security patterns (private endpoints, CCMK), cloud networking architecture
Preferred skills
Vector databases, model optimization and inference acceleration, financial services background
Technologies
SageMaker, Bedrock, Azure Machine Learning, Azure OpenAI, Azure AI Foundry, Terraform, CloudFormation, ARM/Bicep, MLflow
Responsibilities
Evaluate and enable AWS and Azure AI/ML services through proof-of-concepts; Design and implement reusable architectural patterns for secure AI/ML integrations; Build end-to-end MLOps platforms and automated ML pipelines; Produce technical reports on security, networking, compliance, guardrails, and cost analysis; Develop frameworks, infrastructure-as-code, and automation to accelerate AI/ML adoption; Implement observability solutions with model monitoring, metrics, and drift detection
Seniority
Senior, hands-on IC with technical leadership