Senior ML Infra Engineer

Maxinsights is seeking a Senior ML Infra Engineer to build and evolve systems that support model training, deployment, and production usage. The role focuses on enhancing production-quality ML systems, ensuring reliability, scalability, and usability for the team.

Responsibilities:

• Design, build, and evolve infrastructure for ML training workflows, training deployment, experiment execution, and production handoff
• Build and maintain deployment paths for models, jobs, services, and supporting infrastructure across development and production environments
• Improve reliability, scalability, observability, and developer experience for ML workflows and platform tools
• Define interfaces, automation, metadata, artifacts, configuration, environment management, and lifecycle boundaries for ML systems
• Collaborate with research, product, data, and engineering partners to translate incomplete ML workflow needs into maintainable systems
• Support production usage by building clear operational tooling, debugging paths, and safe rollout mechanisms