Software Engineer, AI Performance Analysis
NVIDIA Ltd.
Santa Clara, United States
2 days ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
6 years minimum
Compensation
$184,000.0 - $287,500.0
Working hours
Regular working hours
Job source
Tech stack
Artificial Intelligence
C++ (Programming Language)
Computer Engineering
Programming Tools
Python (Programming Language)
Open Source Technology
Performance Tuning
Software Engineering
Delivery Pipeline
Build Management
Information Technology
Job description
- Design and build performance analysis tools and workflows for AI training and inference workloads.
- Understand how AI performance engineers work and translate their needs into scalable, intuitive tooling.
- Develop integrations between profiling infrastructure and AI frameworks and workflows.
- Collaborate with performance engineers, hardware architects, and software teams to ensure profiling capabilities align with real-world AI workloads.
- Identify performance bottlenecks in AI workloads and develop automated approaches to detect and diagnose them.
Requirements
- M.S., or PhD in Computer Science, Computer Engineering, or a related field (or equivalent experience). 6+ years of relevant work experience
- Deep knowledge of AI workloads, frameworks, and performance characteristics.
- Experience building tools, workflows, or infrastructure used by other engineers.
- Strong software development skills (Python, C++ preferred).
- Ability to translate user requirements into scalable tooling solutions.
- Up to date with AI-enabled tooling for software development and performance analysis.
- Strong interpersonal skills for understanding engineer difficulties and working across multi-functional teams.
Ways to stand out from the crowd:
- Experience profiling or optimizing AI training or inference pipelines at scale
- Background building developer tools or platforms for ML engineers
- Contributions to open-source AI tooling or frameworks
Benefits & conditions
Your base salary will be determined based on your location, experience, and the pay of employees in similar positions. The base salary range is 184,000 USD - 287,500 USD for Level 4, and 224,000 USD - 356,500 USD for Level 5.
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