09 Sep
|
EnCharge AI
|
Mumbai
09 Sep
EnCharge AI
Mumbai
Job Descriptionwww.enchargeai,com AI Compiler Engineer-Staff/Principal Locations: Bangalore (Hybrid) /Remote The 10 Hottest Semiconductor Startups Of 2025 (So Far) Responsibilities - Architect, design, and implement optimizations for AI model execution on graph compilers to improve performance, reduce latency, and maximize hardware utilization. - Work closely with ML researchers, hardware engineers, and software developers to design and deploy AI models, understanding and addressing hardware-specific challenges. - Work on performance optimizations for neural network models, such as layer fusion, operator fusion, and graph-level transformations. - Develop compiler optimizations and passes that convert high-level AI models (e.g., from TensorFlow, PyTorch) into intermediate representations (IR). - Implement parsing, semantic analysis, and IR generation for deep learning frameworks. - Research and integrate the latest advancements in compiler design, ML model optimizations, and hardware acceleration into graph compilers. - Provide leadership, mentorship,
and technical guidance to a team of engineers focused on graph compiler optimizations. Qualifications - Bachelor’s or Master’s degree in Computer Science, Electrical Engineering, or related field (Ph.D. preferred). - 10-20 years in compiler development, with a solid focus on AI or ML graph compilers. - Proficiency in AI graph compiler frameworks (e.g., MLIR, Torch-FX) - Solid background in hardware architectures (e.g., GPUs, TPUs, ASICs) and optimization techniques such as fusion, quantization, and tiling. - Familiarity with neural networks operators and code generation. - Strong understanding of intermediate representations, code parsing, and semantic analysis in compiler design. - Proficiency in C++, Python, or other programming languages commonly used in compiler development. - Open-source contributions to AI software frameworks and libraries is a plus - Demonstrated experience leading and mentoring engineering team
📌 Principal AI Compiler Engineer (Mumbai)
🏢 EnCharge AI
📍 Mumbai