Red Hat

Senior AI/ML Architect

Red Hat
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3 months 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

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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