Senior AI Compiler Engineer - Hybrid Bangalore

Mulya Consulting; United States; Hybrid; USD 42.000 - 73.000; Vollzeit

Zusammenfassung

EnCharge AI is seeking an AI Compiler Engineer to lead graph compiler optimizations for cutting-edge AI workloads. You will work with hardware architects and ML researchers to boost model deployment efficiency on Inference Accelerators.

You will design compiler optimizations, passes, and IR generation, translating models from TensorFlow/PyTorch to optimized representations while mentoring a team of engineers.

Qualifikationen

• 2–13 years in compiler development with focus on AI/ML graphs.
• Strong background in AI/ML graph compilers and related toolchains.
• Proficiency in C++ and Python; familiarity with hardware accelerators.
• Experience leading and mentoring teams is a plus.

Aufgaben

• Architect, design, and implement optimizations for AI model execution on graphs to boost performance.
• Collaborate with ML researchers, hardware engineers, and software teams for model deployment.
• Develop passes for converting high-level models to IRs; optimize fusion, quantization, tiling.
• Implement parsing, semantic analysis, and IR generation for deep learning frameworks.
• Drive research on compiler design and hardware acceleration; provide technical mentorship.

Kenntnisse

Compiler development

AI graph compilers

MLIR

Torch-FX

C++

Python

Hardware architectures

Fusion

Quantization

Tiling

Code generation

Semantic analysis

Open-source contributions

Ausbildung

Bachelor’s or Master’s in Computer Science / Electrical Engineering

Ph.D. preferred

Tools

MLIR

Torch-FX

Jobbeschreibung

EnCharge AI is seeking an AI Compiler Engineer to lead graph compiler optimizations for cutting-edge AI workloads. You will work with hardware architects and ML researchers to boost model deployment efficiency on Inference Accelerators.

You will design compiler optimizations, passes, and IR generation, translating models from TensorFlow/PyTorch to optimized representations while mentoring a team of engineers.