ML Systems Engineering: Design, develop, maintain, and optimize machine learning systems, including batch, real-time, and streaming inference patterns.
We are seeking a hands-on Databricks engineer with deep technical expertise in building, operating, and optimizing Lakehouse-based data and AI solutions. In this role, you will design, develop, and operationalize Delta Lakehouse architectures that deliver measurable outcomes for enterprise customers. You will own implementation activities, contribute to technical delivery leadership, and mentor engineering teams in best practices across data engineering, platform governance, and AI.
Job Description: Virtualization Engineer Role Purpose Support the design, provisioning, migration, validation, and operational handover of enterprise virtualization platforms for the Maybank Application Migration Services programme. Work closely with application, server, storage, backup, network, security, testing, and project teams to deliver secure and disruption-free migrations. Key Responsibilities • Assess virtualization platforms, hosts, clusters, virtual machines, dependencies, capacity, and migration readiness. • Validate and maintain accurate VM, hardware, configuration, and CMDB inventories. • Gather compute, network, storage, backup, replication, clustering, and security requirements. • Prepare build documents, migration runbooks, cutover plans, validation checklists, rollback procedures, and handover materials. • Provision and configure virtualization platforms in accordance with approved architecture, security, and capacity standards. • Execute VM health checks, configuration backups, shutdown, migration, start-up, and post-migration validation. • Support VMware and cross-hypervisor migrations using tools such as VMware HCX, Zerto, Azure Migrate, Ansible, and Python. • Validate host and cluster status, VM availability, network and storage connectivity, backup and replication jobs, monitoring, and application readiness. • Participate in migration rehearsals, cutovers, command-centre activities, go/no-go reviews, rollback, and hypercare. • Troubleshoot virtualization, compute, storage, network, replication, clustering, and performance issues. • Support operational acceptance, disaster recovery, resilience, failover, and application verification testing. • Apply security hardening and comply with Maybank controls, BNM RMiT, PDPA, PCI-DSS, and ISO 27001 requirements. • Maintain migration evidence, configuration outputs, test results, execution logs, incident records, and validation reports. • Deliver knowledge-transfer sessions, runbook walkthroughs, and formal handover to operational support teams. Experience and Skills • More than five years of hands-on experience in virtualization engineering, administration, migration, or infrastructure support. • Strong experience with VMware platforms, hosts, clusters, virtual machines, networking, storage, high availability, and disaster recovery. • Experience across the migration lifecycle: discovery, assessment, design, provisioning, testing, cutover, stabilization, and handover. • Working knowledge of Windows/Linux, SAN/NAS storage, backup, replication, DNS, firewalls, load balancing, and monitoring. • Experience producing technical documentation, runbooks, rollback plans, validation reports, and audit evidence. • Strong troubleshooting, stakeholder coordination, risk awareness, and production-change execution skills. • Banking, financial-services, or other regulated-environment experience is preferred. Preferred Certifications • VMware Certified Professional or equivalent. • Microsoft, Linux, Azure, AWS, networking, storage, backup, or security certification. • ITIL Foundation.
Lead the architecture, design, and development of advanced BMC firmware and platform management solutions across Intel, AMD, and storage server platforms.
Providing senior level Pipeline Engineering technical inputs, review, comment and approval including monitoring contractor's engineering design, material sourcing and installation engineering to comply with requirement of company and regulatory specification.
Support the operation and maintenance of cloud and infrastructure services, with a primary focus on AWS environments, including core services such as compute, storage, networking, and database platforms, alongside hybrid on-premises integration.
Product Engineering: Develop and maintain a strong technical understanding of Robotimize products; support product development, testing, verification and validation, engineering changes and continuous product improvement; and work with manufacturers and suppliers on technical and product-quality matters.
Provide supervisory and execution of Offshore Transportation, Installation in Malaysia Greenfield Engineering & Construction including Procurement, Budget, Cost, Planning, Interface, Contract and other Project supports which are covered all phases, starting from FEED, Engineering, Procurement, Construction, Installation, Commissioning, Start-up, Plant performance test until handover to Operation team
Collaborate with cross-functional teams (designer, business analyst, back-end developer, quality assurance engineer) to ensure the delivery of high-quality applications.