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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in developing and optimizing machine learning compilers and AI systems, with a strong focus on innovative solutions for NVIDIA hardware architecture. Proficient in Python, C/C++, and GPU programming, with a solid background in AI agent-driven automation and machine learning systems research.
Highest-signal resume keywords
Machine Learning Compiler DevelopmentPython ProgrammingC/C++ ProgrammingAI Agent-Driven SolutionsApache TVM Expertise
ATS Keywords
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Hard Skills
Machine Learning Systems DevelopmentML Compiler OptimizationGPU ProgrammingLLM Inference KernelsKernel GenerationDomain-Specific Compiler SolutionsAI Compiler AbstractionsAutomation SolutionsOpen Source Project ContributionsMachine Learning Workload Optimization
Tools & Technologies
Apache TVMMLIRFlashInferFlash Attention
Industry Keywords
AI SystemsMachine Learning AccelerationNVIDIA Hardware ArchitectureAgent-Driven Solutions
Tech Stack
Tools & technologiesApacheFlashOpen SourcePythonC++
About the role
Key responsibilities & impact- Develop groundbreaking technologies in machine learning compilers and AI systems
- Develop innovative AI compiler technologies for NVIDIA hardware architecture
- Develop new AI compiler abstractions
- Develop agentic solutions to accelerate machine learning system engineering
- Optimize high-impact machine learning workloads
- Innovate and develop new machine learning compiler and systems technologies
- Design, implement, and optimize compilers for high-impact AI workloads
- Build agent-driven solutions to automate the overall development flow
- Co-design agent system solutions with current and future AI compiler technologies
- Collaborate closely with other NVIDIA engineering teams to build high-impact solutions for machine learning acceleration
Requirements
What you’ll need- Bachelor's degree in Computer Science, Electrical Engineering, or related field (or equivalent experience)
- Experience in machine learning systems development, including ML compilers, LLM inference kernels, and kernel generations
- Strong Python, C/C++, and GPU programming skills
- Expertise in machine learning compilers such as Apache TVM and MLIR
- Background in developing AI agent-driven solutions and automation
- Expertise in domain-specific compiler and library solutions for LLM inference and training, such as FlashInfer and Flash Attention
- Strong experience in machine learning systems research and productization
- Open source project ownership or contributions
Benefits
Comp & perks- Equity
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