Performance Architect, AI HW
Tenstorrent is leading the industry on cutting-edge AI technology, revolutionizing performance expectations, ease of use, and cost efficiency. As an AI Performance Architect, you will model, analyze, and optimize how real AI workloads run on the Tensix architecture, shaping future hardware features and ensuring every design decision delivers measurable performance gains.
Responsibilities
- Benchmark and analyze complex AI workloads across single and multi-node hardware configurations to guide next-gen architecture
- Develop and maintain performance models, simulators, and micro-benchmark suites to drive feature evaluation and design optimization
- Conduct detailed PPA (Performance, Power, Area) studies to assess design tradeoffs and inform hardware-software co-design decisions
- Collaborate closely with RTL, Compiler, and Runtime teams to instrument and correlate performance models with silicon results
Skills
- Deeply analytical engineer with strong intuition for AI workload behavior and system-level performance bottlenecks
- Experienced in C++ and Python for simulation, modeling, and performance analysis across heterogeneous compute systems
- Adept at bridging software and hardware teams—translating deep learning workloads into architectural insight and measurable design tradeoffs
- Curious, data-driven, and comfortable pushing the limits of efficiency, scalability, and accuracy in high-performance AI systems
- Benchmark and analyze complex AI workloads across single and multi-node hardware configurations to guide next-gen architecture
- Develop and maintain performance models, simulators, and micro-benchmark suites to drive feature evaluation and design optimization
- Conduct detailed PPA (Performance, Power, Area) studies to assess design tradeoffs and inform hardware-software co-design decisions
- Collaborate closely with RTL, Compiler, and Runtime teams to instrument and correlate performance models with silicon results
Benefits
- Highly competitive compensation package and benefits
Company Overview