114 applicants

Company

d-Matrix · 1 week ago

Compiler Software Engineer Intern

Santa Clara, CA

Internship

Hybrid

Intern/New Grad

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Artificial Intelligence (AI)Cloud Infrastructure

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Responsibilities

Design, implement and evaluate a method for managing floating point data types in the compiler

Engage and collaborate with engineering team in the US to understand the mechanisms made available by the hardware design to perform efficient floating point operations using reduced precision floating point data types

Demonstrate successful completion of the project by a simple model output by the compiler incorporating the your code that executes correctly on the hardware instruction set architecture (ISA) simulator

Qualification

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C++Floating-point arithmeticCompiler conceptsData structuresAlgorithmsSparse matrix storageCNNRNNTransformer architectureGPU programmingMLIR

Required

Bachelor’s degree in computer science or equivalent 3 years towards an Engineering degree with emphasis on computing and mathematics coursework.

Proficiency with C++ object-oriented programming is essential.

Understanding of fixed point and floating-point number representations, floating point arithmetic, reduced precision floating point representations and sparse matrix storage representations and the methods used to convert between them.

Some experience in applied computer programming (e.g. prior internship).

Understanding of basic compiler concepts and methods used in creating compilers (ideally via a compiler course).

Data structures and algorithms for manipulating directed acyclic graphs.

Preferred

Familiarity of sparse matrix storage representations.

Hands on experience with CNN, RNN, Transformer neural network architectures.

Experience with programming GPUs and specialized HW accelerator systems for deep neural networks.

Passionate about learning new compiler development methodologies like MLIR.

Enthusiastic about learning new concepts from compiler experts in the US and a willingness to defeat the time zone barriers to facilitate collaboration.

Company

d-Matrix

D-Matrix is a computing platform that targets artificial intelligence inferencing workloads in the datacenter.

Founded in 2019

Santa Clara, California, USA

51-200 employees

https://www.d-matrix.ai

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