Infrastructure Operations Lead Cloud and AI GenAI Enablement
Core
Lead the strategic roadmap and implementation of AI/GenAI capabilities to automate incident response, predict system failures, and enhance infrastructure reliability within a healthcare cloud environment.
Role type
Senior IC Infrastructure Operations Lead (Cloud & AI GenAI Enablement)
Builds
AI-augmented observability platforms, intelligent copilots for operations, automated incident detection systems, and self-healing infrastructure mechanisms.
Domain
Healthcare IT / Cloud Infrastructure / Generative AI
Deliverable
production ML models | infrastructure
Required skills
Kubernetes (AKS/GKE), Large Language Models (LLMs), vector databases, retrieval-augmented generation (RAG), model orchestration (LangChain, Haystack), Terraform, Python, Bash, Splunk, Azure DevOps, Jenkins, HIPAA compliance
Preferred skills
Master's degree, Azure/AWS/GCP certifications, SRE certifications, experience with Azure OpenAI/Google Vertex AI, open-source LLM deployment, fine-tuning models
Technologies
Kubernetes, Azure, GCP, AWS, Terraform, Ansible, Python, Bash, LangChain, Haystack, Splunk, DynaTrace, ServiceNow, Git, GitHub, Azure DevOps, Jenkins, Azure OpenAI, Google Vertex AI
Responsibilities
Lead Managed Service Provider operations for Azure, GCP, and AWS; drive cost optimization and governance for cloud environments; prototype and productionize GenAI solutions for automated incident triage and log summarization; integrate LLMs into observability platforms for real-time RCA; develop AI copilots and natural language interfaces for operations teams; partner with data science teams to build ML/GenAI pipelines; upskill infrastructure teams on AI-augmented technologies.
Seniority
Senior, hands-on IC with strategic leadership