Platform Lead - ML Ops
Core
Lead ML Ops infrastructure, cost-optimization, and deployment strategies for machine learning and generative AI models.
Role type
Senior IC Platform Lead (ML Ops)
Builds
Scalable, secure MLOps/LLMOps pipelines and production GenAI deployments
Domain
Enterprise SaaS / AI Infrastructure
Deliverable
production ML models
Required skills
Team leadership, MLOps/LLMOps architecture, Generative AI/LLM deployment, FinOps, Kubernetes, Terraform, Python
Preferred skills
Cloud cost optimization, Observability, Data governance
Technologies
MLflow, Kubeflow, LangSmith, Phoenix, Kubecost, Cloudability, AWS/GCP/Azure, Docker, Jenkins, GitHub Actions, Triton Inference Server, vLLM, Hugging Face TGI
Responsibilities
Lead and mentor DevOps engineers; Define infrastructure roadmap for AI/ML workloads; Architect and optimize MLOps/LLMOps pipelines; Deploy LLMs into production; Establish FinOps frameworks for AI infrastructure spend; Implement resource efficiency policies; Establish observability and incident response; Enforce data governance and security protocols
Seniority
Senior, hands-on IC