Fullstack developer designing e - commerce solutions at Metaline. Involving analysis, development, and performance optimization in a dynamic environment.
About the role
- Senior Software Engineer developing AI software resiliency for powerful AI supercomputers. Leading efforts to improve reliability and robustness for large-scale AI workloads at NVIDIA.
Responsibilities
- Develop AI Software Resiliency Features: Implement and optimize software features that improve AI system reliability at a massive scale, such as fast checkpoint-recovery, error detection, error isolation, and straggler/hang detection.
- Hands-On Coding & Optimization: Contribute to large-scale distributed systems with high-quality, production-level C++ and Python code.
- Fault Tolerance & Debugging: Work on AI system error handling, implementing techniques to detect silent data corruption (SDC) and other failure scenarios.
- Collaborate Across Teams: Work closely with senior engineers, AI researchers, and hardware/software teams to integrate resiliency features into AI frameworks like PyTorch and JAX/XLA.
- Testing & Automation: Develop and implement tests to ensure robustness, scalability, and efficiency of resiliency mechanisms.
- Support Production Deployments: Assist in debugging and performance tuning large-scale AI workloads in cloud and HPC environments, ensuring seamless operation of AI training and inference workloads.
Requirements
- Bachelor’s, Master’s or PhD in Computer Science, Electrical Engineering, or a related field, or equivalent experience.
- Proficiency in C++ and Python , with experience in writing efficient, high-performance code.
- 6+ years of relevant experience
- Strong understanding of distributed systems concepts , parallel programming, and fault tolerance in large-scale computing environments.
- Familiarity with AI frameworks such as PyTorch, JAX/XLA, TensorFlow, or similar.
- Experience with debugging and profiling tools (e.g., gdb, perf, valgrind, NVIDIA Nsight).
- Excellent problem-solving skills and ability to work in a fast-paced, highly collaborative environment.
Benefits
- equity
- benefits
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