AI Graph Compiler Engineer
About Modular
We believe that AI is a net positive force in the world. Our vision and mission are to help rebuild AI infrastructure to advance humanity and our environment. We will do whatever it takes to empower our customers, team, and company to benefit from that pursuit. You can read about our culture and careers here to understand how we work and what we value.
We are owners and advocates for the underlying technologies, developer platforms, product components, and infrastructure. These essential building blocks form the high-quality and coherent experiences our users expect. We aim to drive the pace of innovation for every AI/ML developer.
About the role:
Modular is looking for an AI Graph Compiler engineers to work on multi-framework, multi-hardware and user-extensible compiler infrastructure. The Modular Graph Compiler is a central piece of our stack that bridges the gap between frameworks and hardware for ML models. We’re looking for strong engineers who can own the design, implementation, and integration of graph compiler features with the rest of the modular stack, along with strong communication and teamwork skills to collaborate across team boundaries.
LOCATION: This role is based out of North America or Europe. You can work out of one of our offices in Seattle, WA, or remotely from home.
What you will do:
- 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.
What you bring to the table:
- 5+ years of compiler engineering experience.
- Experience working with compilers for machine learning frameworks, such as TensorFlow and PyTorch.
- Strong knowledge of core compiler algorithms and data structures.
- Strong knowledge of and experience working with MLIR and LLVM.
- In-depth knowledge of C++, as well as, knowledge of basic GitHub workflows like pull requests.
- Experience with ML graph optimizations, parallel / distributed programming, heterogeneous ML computation, and/or code generation.
- Creativity and curiosity for solving complex problems, a team-oriented attitude that enables you to work well with others, and alignment with our culture.
- Advanced degree in Computer Science or a related area is a plus.
The estimated base salary range for this role to be performed in the US, regardless of the state, is $157,500.00 - $253,000.00 USD. The salary for the successful applicant will depend on a variety of permissible, non-discriminatory job-related factors, which include but are not limited to education, training, work experience, business needs, or market demands. This range may be modified in the future. The total compensation for a candidate will also include annual target bonus, equity, and benefits, with equity making up a significant portion of your total compensation.
For candidates who fall outside of the listed requirements, we nevertheless encourage you to apply as we may have openings that are lower/higher level than the ones advertised.
What Modular brings to the table:
- Amazing Team. We are a progressive and agile team with some of the industry’s best engineering and product leaders.
- Flexible Location. We want you to work where you are most productive and we are a remote-first company. We have offices in Palo Alto, CA and Seattle, WA for collaboration, and will open more next year.
- World-class Benefits. In order to attract the best, we need to offer the best. Premier insurance plans, up to 5% 401k matching, very generous WFH setup stipends, flexible paid time off, and more are available to you! Please note that specific benefit packages may vary based on your location.
- Competitive Compensation. We offer very strong compensation packages, including stock options. We want people to be focused on their best work and believe in tailoring compensation plans to meet the needs of our workforce.
- Team Building Events. We organize regular team onsites and local meetups in different cities.
Working at Modular will enable you to grow quickly as you work alongside incredibly motivated and talented people who have high standards, possess a growth mindset, and a purpose to truly change the world.
Modular is proud to emphasize an equal opportunity, safe environment for people to do their best work. Modular is an affirmative action employer. We are committed to providing equal employment opportunities regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity, or Veteran status. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements.
This employer participates in E-Verify and will provide the federal government with your Form I-9 information to confirm that you are authorized to work in the U.S. If E-Verify cannot confirm that you are authorized to work, this employer is required to give you written instructions and an opportunity to contact Department of Homeland Security (DHS) or Social Security Administration (SSA) so you can begin to resolve the issue before the employer can take any action against you, including terminating your employment. Employers can only use E-Verify once you have accepted a job offer and completed the Form I-9.