Enterprise Architect - Information Technology (it)

Employer: Titan Power Ltd

Location: Markham, Ontario

Salary: $65.00 to $68.00 hourly

Assess AI training and inference workloads and translate business and technical requirements into. infrastructure architecture, system specifications and capacity plans.. Evaluate heterogeneous computing platforms, including Intel and AMD CPUs, NVIDIA GPUs, and. accelerators such as Ascend NPUs and Google TPUs, to determine workload suitability and identify. potential performance bottlenecks.. Develop plans for computing resource pooling, infrastructure expansion and long-term capacity. requirements, considering performance, scalability, compatibility and power consumption.. Design and integrate GPU servers, high-performance storage, RDMA networks, distributed training. frameworks, and containerization and virtualization platforms into coordinated infrastructure. solutions.. Research, design and evaluate network architectures and communication topologies to support. efficient data transfer and distributed computing across cluster nodes.. Conduct system integration, compatibility and pe