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Adaptive intelligence for AI infrastructure
AI Trace Generation Engineer
Location
Germany
Posted
45 days ago
Salary
0
Seniority
Senior
Job Description
AI Trace Generation Engineer
turbalance
• Design and implement a trace collection system for distributed LLM workloads • Validate that collected traces accurately reflect real workload behavior • Integrate with and instrument major LLM frameworks to extract meaningful execution data • Use collected traces as input to discrete event simulations • Analyze trace data to surface bottlenecks and inefficiencies
Job Requirements
- 3+ years of experience in AI systems, ML infrastructure, or a closely related area
- Hands-on experience with at least one major LLM serving or training framework
- Strong proficiency in Python and C++
- Solid understanding of GPU architecture, memory bandwidth, and compute versus memory-bound operations
- Solid understanding of distributed communication
- Familiarity with parallelism strategies
Benefits
- Competitive compensation with a performance-based incentive
- Subsidized Deutschlandticket
- Access to a discount portal
- Flexible hours with hybrid and remote-friendly options
- Relocation support
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