Technical Consultant (AI Infrastructure)

Location: New York, San Francisco, or remote within the United States; work hours are office hours.

Company

hirify.global is an independent research and analysis firm covering the semiconductor supply chain and AI industries through research, industry models, consulting, and technical due diligence.

What you will do

• Lead ClusterMAX™ consulting engagements and technical due diligence projects covering neoclouds, AI accelerators, AI infrastructure, and AI labs.
• Translate benchmarking and testing insights into recommendations and investment decisions for clients.
• Develop benchmarking methodologies, total cost of ownership analysis frameworks, and future ClusterMAX™ research.
• Collaborate with hyperscalers, neocloud providers, AI accelerator manufacturers, OEMs, AI labs, investors, and ecosystem partners.
• Author technical research reports evaluating architecture, benchmark performance, reliability, scalability, and operational usability.
• Track emerging technologies through industry conferences and technical communities.

Requirements

• Strong understanding of ML frameworks including PyTorch and JAX.
• Familiarity with GPU and TPU clusters using Kubernetes or Slurm.
• Understanding of distributed storage technologies such as Weka, VAST, Lustre, and S3-based systems.
• Knowledge of high-performance networking, including InfiniBand and RoCEv2.
• Experience with ML benchmarking and performance tools such as GEMMs, nccl-tests, vLLM, sglang, fio, TorchTitan, and Megatron.
• Strong analytical, technical communication, problem-solving, independent working, and collaboration skills.

Nice to have

• Experience at a hyperscaler, neocloud provider, server OEM, AI accelerator company, or large-scale AI infrastructure organization.

Culture & Benefits

• Work with a globally distributed team of analysts and industry experts.
• Develop expertise in AI infrastructure, neocloud ecosystems, accelerators, distributed systems, networking, storage, and performance optimization.
• Gain exposure to technical due diligence and investment decision-making in frontier AI and semiconductor markets.
• Build relationships with leading hyperscalers, AI labs, infrastructure startups, accelerator vendors, and institutional investors.
• Contribute to recognized benchmarking methodologies and published technical research.

Employment eligibility in the United States is verified through the E-Verify program.