New College Grad - AI Infrastructure & HBM Architecture Engineer
Core
Analyze emerging AI infrastructure trends, model HBM architecture performance, and develop simulation frameworks for next-gen AI memory systems.
Role type
Junior IC AI Infrastructure & HBM Architecture Engineer
Builds
Simulation frameworks, first-order performance models, and trend dashboards for AI cluster memory subsystems
Domain
Semiconductor industry + AI hardware infrastructure
Deliverable
production ML models | product features
Required skills
Computer architecture, digital systems, hardware/software interaction, memory subsystem design (HBM, DDR, caches), LLM pipeline bottlenecks, Python, C/C++
Preferred skills
AI workload behavior analysis, ML model training pipelines, large-scale system bottleneck identification, technical writing, rapid tool learning
Technologies
Python, C/C++, HBM, DDR, LLM pipelines
Responsibilities
Research compute/networking/storage trends for future AI workloads, synthesize data for HBM bandwidth/latency requirements, develop/refine simulation frameworks for AI cluster performance, build performance models for memory hierarchy trade-offs, create trend dashboards using CSP benchmarks, collaborate on architectural intercept opportunities
Seniority
Junior, entry-level IC