Technical Consultant
Core
Lead technical due diligence and consulting engagements for neoclouds, AI accelerators, and infrastructure, translating benchmark insights into investment decisions.
Role type
Senior IC technical consultant (AI infrastructure & benchmarking)
Builds
ClusterMAX™ benchmarking system, technical due diligence reports, and investment-grade analysis frameworks
Domain
Semiconductor supply chain, AI infrastructure, neoclouds, and GPU/TPU ecosystems
Deliverable
client delivery
Required skills
ML frameworks (PyTorch, JAX), GPU/TPU cluster environments, Kubernetes/Slurm orchestration, distributed storage (Weka, VAST, Lustre, S3), high-performance networking (InfiniBand, RoCEv2), ML systems benchmarking tools (GEMMs, nccl-tests, vLLM, sglang, fio, TorchTitan, Megatron)
Preferred skills
Experience at hyperscalers, neocloud providers, server OEMs, AI accelerator companies, or large-scale AI infrastructure environments
Technologies
PyTorch, JAX, Kubernetes, Slurm, Weka, VAST, Lustre, S3, InfiniBand, RoCEv2, GEMMs, nccl-tests, vLLM, sglang, fio, TorchTitan, Megatron
Responsibilities
Lead ClusterMAX™ consulting engagements and technical due diligence projects; Translate benchmarking insights into actionable recommendations; Contribute to next-generation benchmarking methodologies and TCO analysis frameworks; Collaborate with executives and engineers at major neocloud providers; Build relationships with AI accelerator manufacturers and OEMs; Author detailed technical research reports on architecture, performance, and scalability; Participate in major industry conferences
Seniority
Mid-to-Senior, hands-on IC