Principal Machine Learning Compiler Engineer

Tsavorite Scalable Intelligence; Bengaluru; On-site; INR 4,000,000 - 7,000,000; Full time

Job summary

Tsavorite Scalable Intelligence in Bengaluru, India, is seeking a Principal/Senior/Staff Machine Learning Compiler Engineer to design and optimize ML compilers for our silicon-first AI hardware.

The role focuses on translating high-level models into efficient hardware mappings, boosting performance metrics like throughput and memory efficiency, with strong MLIR and C/C++ expertise.

Qualifications

• Experience in designing and optimizing ML compilers.
• Strong knowledge of MLIR and compiler optimizations.
• Proficiency in PyTorch and C/C++.

Responsibilities

• Develop and maintain compilers for optimised ML models.
• Translate high-level ML models to efficient hardware mappings.
• Optimize for flop utilization, memory bandwidth and capacity.

Skills

ML compiler design

MLIR

C/C++

PyTorch

Tools

MLIR tooling

LLVM

Job description

. Principal /Senior Staff /Staff Machine Learning Compiler Engineer

Founded in 2023,by Industry veterans HQ in California,US

• We are revolutionizing sustainable AI compute through intuitive software with composable silicon

. Principal /Senior Staff /Staff Machine Learning Compiler Engineer

experience-5-20 years

Responsibilities: Develop and maintain compilers specifically designed for optimizing ML models. This

includes translating high-level ML model descriptions into efficient mapping to our hardware

architecture, optimizing for performance metrics such as flop utilization, memory bandwidth, and

memory capacity.

- Skills Required: Deep understanding of ML compiler design and optimization techniques, proficiency

in MLIR and programming languages like C/C++, in-depth knowledge of ML frameworks (PyTorch) and