Red Hat

AI/ML Architect

Red Hat
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3 months ago
Singapore, SingaporeSenior

Responsibilities

  • Design and document production-ready enterprise system architecture blueprints and reference topologies.
  • Lead customer discovery, technical scoping, workshops, proofs of concept, and architectural walkthroughs.
  • Advise regional engineering teams, corporate executives, and strategic customers on AI/ML platforms, adoption strategies, platform maturity, and compliance frameworks.
  • Collaborate with chip manufacturers, software vendors, system integrators, and other technology partners on joint architectures.
  • Translate APAC customer and infrastructure requirements into global product roadmaps.
  • Own the technical delivery of complex enterprise opportunities and mentor junior AI/ML engineering colleagues.

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, including 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, or 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, model registries, dataset preparation, GitOps, observability, GPU clustering, secure regulated deployments, and system-level languages such as Go, Java, or Rust.
  • Industry experience in financial services, public sector, healthcare, telecommunications, or manufacturing is preferred.

Benefits

  • Dedicated technical career track focused on architectural depth and advisory impact without administrative people-management responsibilities.
  • Exposure to emerging hardware platforms, distributed runtimes, localized enterprise software, reusable open-source blueprints, and AI Quickstarts used across APAC.
  • Flexible work environments ranging from in-office and office-flex to fully remote depending on role requirements.
  • Inclusive, open-source-oriented workplace with equal-opportunity employment and reasonable accommodations.

Tech Stack

AnsibleGitGoGrafanaJavaKubernetesLinuxMLflowPrometheusPythonPyTorchRustTensorFlowTerraform

Categories

Solutions Engineering
Red Hat

About Red Hat

10,000+ employees

Red Hat builds enterprise open-source software, including Red Hat Enterprise Linux, OpenShift for Kubernetes, and Ansible automation, sold via subscriptions with support, training, and consulting. It serves large enterprises and public-sector organizations running hybrid and multi-cloud infrastructure and modern application platforms. Founded in 1993 and headquartered in Raleigh, North Carolina, Red Hat operates as an independent subsidiary of IBM.

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