AI Compiler Engineer (India)

AI Compiler Engineer (India)

10 Aug
|
EnCharge AI
|
India

10 Aug

EnCharge AI

India

EnCharge AI is a leader in advanced AI hardware and software systems for
edge-to-cloud computing. EnCharge’s robust and scalable next-generation
in-memory computing technology provides orders-of-magnitude higher compute
efficiency and density compared to today’s best-in-class solutions. The
high-performance architecture is coupled with seamless software integration and
will enable the immense potential of AI to be accessible in power, energy, and
space constrained applications. EnCharge AI launched in 2022 and is led by
veteran technologists with backgrounds in semiconductor design and AI systems.

About the Role

EnCharge AI is seeking a highly skilled and experienced AI Compiler Engineer to
spearhead the efforts in developing and optimizing graph compilers tailored to
cutting-edge AI and ML workloads. You will collaborate with hardware architects,
and AI researchers to enhance performance, optimize computation graphs, and
enable productive model deployment on EnCharge’s Inference Accelerators.

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.

📌 AI Compiler Engineer (India)
🏢 EnCharge AI
📍 India

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