Red Hat

Senior AI/ML Architect

Red Hat
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2 hours ago
Singapore, SingaporeSenior

Responsibilities

  • Design and document production-ready system architecture blueprints and reference topologies for enterprise AI and application workloads.
  • Lead customer discovery, technical scoping, workshops, proof-of-concepts, and architectural walkthroughs.
  • Serve as a trusted technical advisor to customers, regional engineering teams, and executive stakeholders.
  • Own the technical delivery of complex enterprise opportunities and advise on platform maturity, adoption strategies, and compliance frameworks.
  • Collaborate with technology partners and system integrators on joint architecture solutions.
  • Communicate regional customer and infrastructure requirements to product management teams and global product roadmaps.
  • Mentor junior AI/ML engineering colleagues and coach technical team members without direct people-management responsibility.

Requirements

  • Bachelor’s degree or higher in Computer Science, Computer Engineering, or a related quantitative field.
  • Proven experience leading technical consulting, system design, or pre-sales architecture engagements for enterprise customers.
  • Exceptional English verbal and written communication skills with the ability to explain complex architectures to technical and non-technical audiences.
  • Expertise architecting and managing enterprise Kubernetes or container platforms, including multi-tenant clusters, container networking, and persistent storage.
  • Hands-on proficiency with Python and scripting or automation tools such as Git, Ansible, and Terraform.
  • Practical experience running, configuring, and troubleshooting AI/ML frameworks such as PyTorch, TensorFlow, or Jupyter on containerized platforms.
  • Experience or interest in MLOps, model serving, workflow orchestration, GitOps, observability, GPU clustering, secure regulated deployments, and cloud-native systems engineering.
  • Familiarity with Go, Java, or Rust is advantageous.
  • Industry experience in financial services, public sector, healthcare, telecommunications, or manufacturing is a strong advantage.

Benefits

  • Dedicated technical career track focused on architectural depth and advisory impact rather than administrative team management.
  • Opportunity to influence reusable open-source blueprints and AI Quickstarts across the APAC region.
  • Hands-on exposure to emerging hardware platforms, distributed runtimes, and localized enterprise software stacks.
  • Red Hat supports flexible work environments, including in-office, office-flex, and fully remote arrangements depending on role requirements.
  • Inclusive equal-opportunity workplace with reasonable accommodations available for applicants with disabilities.

Tech Stack

AnsibleArgo CDGitGoGrafanaJavaKubernetesLinuxMLflowPrometheusPythonPyTorchRustTensorFlowTerraform

Categories

Solutions Engineering
Red Hat

About Red Hat

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Red Hat is the world’s leading provider of enterprise open source solutions, using a community-powered approach to deliver high-performing Linux, hybrid cloud, edge, and Kubernetes technologies. We hire creative, passionate people who are ready to contribute their ideas, help solve complex problems, and make an impact. Opportunities are open. Join us.

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