Member of Technical Staff

Geometric is building systems that autonomously discover, test, and ship state-of-the-art GPU kernels by combining large language models with evolutionary methods. The Member of Technical Staff will write high-performance GPU kernels, own production ML/AI systems, build infrastructure for autonomous LLM-driven iteration, and design evolutionary search methods.

Responsibilities:

• Write SOTA GPU kernels
• Own complex production ML/AI systems end-to-end
• Understand how kernel-level gains translate to wall-clock improvements in production
• Build the infrastructure that lets LLM agents iterate unsupervised for days - compilation, correctness, benchmarking, scoring, lineage tracking
• Design the evolutionary search - fitness landscapes, variation operators, population management, selection pressure, stagnation detection, exploration vs. exploitation over multi-day autonomous runs
• Communicate and share ideas through high-quality documentation, technical meet-ups and blogs
• Hire and mentor a small team of exceptional engineers and researchers