drjobs Machine Learning - Compiler Engineer II AWS Neuron Annapurna Labs

Machine Learning - Compiler Engineer II AWS Neuron Annapurna Labs

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1 Vacancy
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Job Location drjobs

Cupertino, CA - USA

Yearly Salary drjobs

$ 129300 - 223600

Vacancy

1 Vacancy

Job Description

Do you want to be part of AI revolution At AWS our vision is to make deep learning pervasive for everyday developers and to democratize access to AI hardware and software infrastructure. In order to deliver on that vision weve created innovative software and hardware solutions that make it possible. AWS Neuron is the SDK that optimizes the performance of complex ML models executed on AWS Inferentia and Trainium our custom chips designed to accelerate deeplearning workloads.

This role is for a software engineer in the Compiler team for AWS Neuron. As part of this role you will be responsible for building next generation Neuron compiler which transforms ML models written in ML frameworks (e.g PyTorch TensorFlow and JAX) to be deployed AWS Inferentia and Trainium based servers in the Amazon cloud. You will be responsible for solving hard compiler optimization problems to achieve optimum performance for variety of ML model families including massive scale large language models like Llama Deepseek and beyond as well as stable diffusion vision transformers and multimodel models. You will be required to understand how these models work insideout to make informed decisions on how to best coax the compiler to generate optimal implementation instruction. You will leverage your technical communications skill to partner with internal and external customers/stakeholders and will be involved in presilicon design bringing new products/features to market ultimately making Neuron compiler highly performant and easytouse.

Experience in objectoriented languages like C/Java is a must experience with compilers or building ML models using ML frameworks on accelerators (e.g. GPUs) is preferred but not required.
Experience with technologies like OpenXLA StableHLO MLIR will be added bonus!

Explore the product and our history! Utility Computing (UC) provides product innovations from foundational services such as Amazons Simple Storage Service (S3 and Amazon Elastic Compute Cloud (EC2 to consistently released new product innovations that continue to set AWSs services and features apart in the industry. As a member of the UC organization youll support the development and management of Compute Database Storage Internet of Things (Iot) Platform and Productivity Apps services in AWS including support for customers who require specialized security solutions for their cloud services.

Key job responsibilities
You will design implement test deploy and maintain innovative software solutions to transform Neuron compilers performance stability and userinterface. You will work side by side with chip architects runtime/OS engineers scientists and ML Apps teams to seamlessly deploy state of the art ML models from our customers on AWS accelerators with optimal cost/performance benefits. You will have opportunity to work with opensource software (e.g. StableHLO OpenXLA MLIR) to pioneer optimizing advanced ML workloads on AWS software and hardware. You will also work on building innovative features that will deliver best possible experiences for our customers developers across the globe.

A day in the life
As you design and code solutions to help our team drive efficiencies in compiler architecture youll create compiler optimization and verification passes build features surface features and peculiarities of AWS accelerators to developers implement tools to analyze numerical errors and resolve the root cause of compiler defects. Youll also participate in design discussions code review and communicate with internal (other Neuron SDK and Amazon wide teams) and external stakeholders (opensource communities). Lastly work in a startuplike development environment where youre always working on the most important stuff.

About the team
About the Team

Our team is dedicated to supporting new members. We have a broad mix of experience levels and tenures and were building an environment that celebrates knowledgesharing and mentorship. Our senior members enjoy oneonone mentoring and thorough but kind code reviews. We care about your career growth and strive to assign projects that help our team members develop your engineering expertise so you feel empowered to take on more complex tasks in the future.

Diverse Experiences
AWS values diverse experiences. Even if you do not meet all of the qualifications and skills listed in the job description we encourage candidates to apply. If your career is just starting hasnt followed a traditional path or includes alternative experiences dont let it stop you from applying.

About AWS
Amazon Web Services (AWS) is the worlds most comprehensive and broadly adopted cloud platform. We pioneered cloud computing and never stopped innovating thats why customers from the most successful startups to Global 500 companies trust our robust suite of products and services to power their businesses.

Inclusive Team Culture
Here at AWS its in our nature to learn and be curious. Our employeeled affinity groups foster a culture of inclusion that empower us to be proud of our differences. Ongoing events and learning experiences including our Conversations on Race and Ethnicity (CORE) and AmazeCon (gender diversity) conferences inspire us to never stop embracing our uniqueness.

Work/Life Balance
We value worklife harmony. Achieving success at work should never come at the expense of sacrifices at home which is why we strive for flexibility as part of our working culture. When we feel supported in the workplace and at home theres nothing we cant achieve in the cloud.

Mentorship & Career Growth
Were continuously raising our performance bar as we strive to become Earths Best Employer. Thats why youll find endless knowledgesharing mentorship and other careeradvancing resources here to help you develop into a betterrounded professional.

3 years of noninternship professional software development experience
2 years of noninternship design or architecture (design patterns reliability and scaling) of new and existing systems experience
Experience programming with at least one software programming language

Masters degree or PhD in Computer Science or a related technical field.
3 years of experience writing production grade code in objectoriented languages such as C/Java.
Experience in compiler design for CPU/GPU/Vector engines/MLaccelerators.
Experience with OpenSource compiler toolset like LLVM/MLIR.
Experience with the following technologies: PyTorch OpenXLA StableHLO JAX TVM deep learning models and algorithms.
Experience with modern build systems like Bazel/CMake.

Amazon is committed to a diverse and inclusive workplace. Amazon is an equal opportunity employer and does not discriminate on the basis of race national origin gender gender identity sexual orientation protected veteran status disability age or other legally protected status.

Los Angeles County applicants: Job duties for this position include: work safely and cooperatively with other employees supervisors and staff; adhere to standards of excellence despite stressful conditions; communicate effectively and respectfully with employees supervisors and staff to ensure exceptional customer service; and follow all federal state and local laws and Company policies. Criminal history may have a direct adverse and negative relationship with some of the material job duties of this position. These include the duties and responsibilities listed above as well as the abilities to adhere to company policies exercise sound judgment effectively manage stress and work safely and respectfully with others exhibit trustworthiness and professionalism and safeguard business operations and the Companys reputation. Pursuant to the Los Angeles County Fair Chance Ordinance we will consider for employment qualified applicants with arrest and conviction records.

Our inclusive culture empowers Amazonians to deliver the best results for our customers. If you have a disability and need a workplace accommodation or adjustment during the application and hiring process including support for the interview or onboarding process please visit for more information. If the country/region youre applying in isnt listed please contact your Recruiting Partner.

Our compensation reflects the cost of labor across several US geographic markets. The base pay for this position ranges from $129300/year in our lowest geographic market up to $223600/year in our highest geographic market. Pay is based on a number of factors including market location and may vary depending on jobrelated knowledge skills and experience. Amazon is a total compensation company. Dependent on the position offered equity signon payments and other forms of compensation may be provided as part of a total compensation package in addition to a full range of medical financial and/or other benefits. For more information please visit
This position will remain posted until filled. Applicants should apply via our internal or external career site.

Employment Type

Full-Time

Department / Functional Area

Software Development

About Company

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