Senior Software Engineer, Machine Learning Services
Tasks
- Build Rust based API gateway
- Build content addressable storage over cloud object stores
- Build gRPC service communication
- Design build and operate core machine learning services platform
- Develop Python ML compute workers
- Enhance asynchronous job queueing with atomic compare and swap
- Implement distributed job queue for training orchestration
- Implement garbage collection and sharding logic
- Integrate with product and ML science teams
- Optimize ONNX inference performance on GPU
- Solve concurrency performance and distributed systems problems
- Write tested code with peer review
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Asynchronous programming | Atomic operations | Azure | C++ | CUDA | Cloud platform | Compare And Swap | Computer Science | Computer science fundamentals | Concurrency | Data Structures | Data structures algorithms | Distributed Systems | Docker | GRPC | Go | Google Cloud | Google Cloud Platform | Kubernetes | Multi-tenant | Multi-tenant systems | Multithreading | ONNX | Python | Rust
Education
N/A
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