Machine Learning Compiler -Senior Director

Mulya Technologies; Bengaluru; On-site; INR 3,500,000 - 5,500,000; Full time

Job summary

A pioneering tech company in Bengaluru is looking for a Director to develop and enhance compilers for optimizing machine learning models. Candidates must have deep expertise in ML compiler design, optimization techniques, and proficiency in programming languages like C/C++. The role offers the opportunity to work on cutting-edge technologies in a full-time capacity.

Qualifications

• 18-25 years of experience required.
• Director level role.
• Full-time employment.

Responsibilities

• Develop and maintain compilers for optimizing ML models.
• Translate high-level ML model descriptions into efficient hardware mappings.
• Optimize for performance metrics such as memory bandwidth.

Skills

Understanding of ML compiler design

Optimization techniques

Proficiency in MLIR

Programming in C/C++

Knowledge of PyTorch

Python

Job description

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Direct message the job poster from Mulya Technologies

Founder @ Mulya - Ranked as the most admirable partner for Intel -India (in 2021)

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

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

experience-18-25 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 Python.

Contact

"Mining The Knowledge Community"

Seniority level

Director

Employment type

Full-time

Job function

Design, Research, and Engineering

Industries Semiconductor Manufacturing, Computer Hardware Manufacturing, and Software Development

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