Etched
Inference Software Engineer
San Jose. Posted 17 months ago
The role
This person will support porting state-of-the-art models to the company architecture. They will build and scale the runtime and optimize routing and communication layers.
What you will do
- Support porting state-of-the-art models to our architecture
- Help build programming abstractions and testing capabilities to rapidly iterate on model porting
- Build, enhance, and scale our runtime
- Optimize routing and communication layers using our collectives
- Utilize performance profiling and debugging tools to identify bottlenecks and correctness issues
Required qualifications
- Proficiency in C++ or Rust
- Understanding of performance-sensitive or complex distributed software systems like Linux internals, accelerator architectures (e.g. GPUs, TPUs), Compilers, or high-speed interconnects (e.g. NVLink, I
- Familiarity with PyTorch or JAX
- Ported applications to non-standard accelerator hardware or hardware platforms
Nice to have
- Developed low-latency, high-performance applications using both kernel-level and user-space networking stacks
- Deep understanding of distributed systems concepts, algorithms, and challenges, including consensus protocols, consistency models, and communication patterns
- Solid grasp of Transformer architectures, particularly Mixture-of-Experts (MoE)
- Built applications with extensive SIMD (Single Instruction, Multiple Data) optimizations for performance-critical paths
Benefits
- Medical, dental, and vision packages with generous premium coverage
- $500 per month credit for waiving medical benefits
- Housing subsidy of $2.5k per month for those living within walking distance of the office
- Relocation support for those moving to San Jose (Santana Row)
- Various wellness benefits covering fitness, mental health, and more
- Daily lunch + dinner in our office
- Unlimited compute budget subject to ROI justification
About the company
Etched is building hardware for frontier intelligence by co-designing chips, racks, software, and manufacturing. They are a fully in-person team in San Jose (Santana Row).