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Full-Time

AI Graph Compiler Engineer

Posted on 7/24/2024

Modular

Modular

51-200 employees

Simplifies AI infrastructure for businesses

Data & Analytics
AI & Machine Learning

Compensation Overview

$135k - $286kAnnually

+ Bonus + Equity + Benefits

Entry, Junior

California, USA + 1 more

More locations: Canada

Hybrid role with potential in-office work in Los Altos, California.

Category
Embedded Engineering
FinTech Engineering
Software Engineering
Required Skills
Tensorflow
Git
Data Structures & Algorithms
Requirements
  • Graduated with Bachelors, Masters, or Ph.D in computer science, applied mathematics, or related fields
  • 1+ years of compiler engineering experience, including via internships or academic projects
  • Experience working with compilers for machine learning frameworks, such as TensorFlow and PyTorch.
  • Knowledge of core compiler algorithms and data structures.
  • Knowledge of and experience working with MLIR and LLVM.
  • Knowledge of C++, as well as, knowledge of basic GitHub workflows like pull requests.
  • Creativity and curiosity for solving complex problems, a team-oriented attitude that enables you to work well with others, and alignment with our culture.
Responsibilities
  • Build an MLIR and LLVM-based machine learning compiler with scalable and high quality infrastructure
  • Write generic and extensible optimizations, such as constant folding, operation fusion, model parallelization, and quantization.
  • Analyze and improve performance across multiple different model architectures and ML frameworks.
  • Work with other teams to provide a balanced stack that fully utilizes today’s complex server and mobile systems.
  • Collaborate with machine learning researchers and engineers to guide compiler development for future ML trends.

Modular provides a platform that simplifies AI infrastructure for businesses in various industries, including technology, engineering, and finance. Its product suite is designed to be integrated and composable, allowing teams to develop, deploy, and innovate more efficiently. The platform offers direct access to industry experts, helping clients address infrastructure challenges and meet their Service Level Agreements (SLAs) and Service Level Objectives (SLOs). Unlike competitors, Modular focuses on creating a user-friendly experience and emphasizes a culture of teamwork, learning, and diversity. The company's goal is to continuously innovate and enhance its platform, recently introducing support for dynamic shapes in AI workloads to improve flexibility and efficiency.

Company Stage

Series A

Total Funding

$130M

Headquarters

Palo Alto, California

Founded

2022

Growth & Insights
Headcount

6 month growth

13%

1 year growth

33%

2 year growth

520%
Simplify Jobs

Simplify's Take

What believers are saying

  • The recent $100M funding round positions Modular.com for rapid growth and further innovation in AI infrastructure.
  • Partnerships with industry leaders like NVIDIA enhance the platform's capabilities and market credibility.
  • A strong company culture focused on teamwork, diversity, and continuous learning makes Modular.com an attractive workplace for top talent.

What critics are saying

  • The highly competitive AI infrastructure market could make it challenging for Modular.com to maintain its unique value proposition.
  • Dependence on partnerships, such as with NVIDIA, may pose risks if these collaborations face any disruptions.

What makes Modular unique

  • Modular.com offers a unified and extensible platform specifically designed for AI infrastructure, setting it apart from more generalized cloud service providers.
  • The company's focus on dynamic shapes for AI workloads enhances the flexibility and efficiency of its platform, a feature not commonly found in competitor offerings.
  • Collaboration with NVIDIA to integrate GPUs, CPUs, and CUDA software into the MAX Platform provides a significant performance boost, distinguishing Modular.com from other AI infrastructure providers.

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