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Posted 6 hours ago
Member of Technical Staff, Pre-training Systems
MagicMember of Technical Staff, Pre-training Systems
Perks & benefits
VisaRelocation AllowanceHealth InsuranceMedical InsurancePaid Leave
Requirements
Distributed systems fundamentals, Multi-node GPU training experience, Parallelism strategy expertise, ML system debugging
Skills
Distributed SystemsGPUMachine Learning
About the role
About the Company
Magic’s mission is to build safe AGI that accelerates humanity’s progress on the world’s most important problems. We believe the most promising path to safe AGI lies in automating research and code generation to improve models and solve alignment more reliably than humans can alone.
Responsibilities
- Scale distributed training across large GPU clusters using data, tensor, and pipeline parallelism
- Optimize communication patterns and gradient synchronization
- Improve checkpointing, fault tolerance, and job recovery systems
- Profile and eliminate performance bottlenecks across compute, networking, and storage
- Improve experiment reproducibility and orchestration workflows
- Increase hardware utilization and training throughput
- Collaborate with Kernels and Research to align model architecture with systems realities
Requirements
- Strong software engineering and distributed systems fundamentals
- Experience training large models in multi-node GPU environments
- Deep understanding of parallelism strategies and performance trade-offs
- Experience debugging cross-layer issues in production ML systems
- Strong ownership mindset and ability to operate critical infrastructure
- Track record of improving performance or reliability of large-scale systems
Benefits
- Annual salary range: $225K - $550K
- Significant equity component
- 401(k) plan with 6% salary matching
- Generous health, dental and vision insurance
- Unlimited paid time off
- Visa sponsorship and relocation stipend available
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Magic · San Francisco
