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Math Libraries Engineer

4 weeks ago

Bengaluru, Karnataka, India Turiyam AI Full time

Company Overview:

At TuriyamAI, we are pioneering world leading GenAI semiconductor solutions from India, for India and the World. Our breakthrough solutions are set to redefine the future of AI computing, driving unparalleled efficiency, performance, and accessibility for enterprises worldwide.

Job Description:

We are looking for an exceptional Math Library Engineer to develop and tune deep learning operations on highly parallel and custom instruction set of our next-generation AI hardware. The ideal candidate will have a strong background in parallel programming, distributed algorithms and software development to help maximize hardware utilization.

Responsibilities:

·      Design, develop, optimize and validate math libraries for AI applications, focusing on dense linear algebra, matrix operations, and other relevant mathematical functions. These libraries should be highly efficient and scalable for AI workloads.

·      Work on optimizing the performance of AI math libraries to achieve hyper-optimized solutions.

·      Collaborate with hardware and software developers, to ensure seamless integration of math libraries with our SW stack

·      Stay updated with the latest advancements in AI and math library development. Conduct research to identify new techniques and technologies that can enhance our AI accelerators' performance and efficiency.

Requirements:

·      Bachelor's, Master's or Ph.D. degree in Computer Science, Mathematics, Computer Engineering or a related field.

·      5+ years of proven experience in developing high-performance math libraries, preferably for AI applications.

·      Experience with GPU or AI accelerator programming

·      Familiarity with libraries for linear algebra, calculus, probability, and statistics.

·      Understanding of HW architecture and must be comfortable learning new hardware architecture 

Excellent problem-solving skills and ability to work in a fast-paced environment.

Preferred Qualifications:

·      Familiarity with machine learning frameworks such as PyTorch

·      Familiarity with compiler technology fundamentals such as: abstract syntax trees, control flows, data flow analysis, IR, and target lowering

·      Knowledge of kernel fusion techniques.

·      Knowledge of assembly programming, low-level optimizations

What We Offer:

·      Competitive salary and benefits package.

·      Opportunity to work on cutting-edge AI technology.

·      Collaborative and dynamic work environment.

·      Professional growth and development opportunities.

How to Apply: Interested candidates are invited to submit their resume and a cover letter detailing their relevant experience and why they are a good fit for this role to careers@turiyamai.com