Senior ML Compiler Engineer
Senior ML Compiler Engineer
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$ 158000 - 241900
1 Vacancy
Job Description
Job Description
Remote: This role is based remotely but if you live within a 50-mile radius of Atlanta Austin Detroit Warren Milford or Mountain View you are expected to report to that location three times a week at minimum.
Role:We are looking for a deep learning compiler engineer to build out our ML compiler for deploying machine learning models to a variety of ML hardware accelerators. You will develop and enhance GMs internal ML compiler for high performance usability and retargetability by leveraging open-source technology like MLIR and LLVM.
The Autonomous Vehicle (AV) software stack heavily relies on machine learning to perform various critical tasks. In this role you will collaborate closely with engineers and researchers from different AV Engineering teams (e.g. Computer Vision Perception platform) to scope out system requirements while engaging with AV hardware teams to understand the target hardware platform and its constraints.
What Youll Do
Build out a retargetable compiler pipeline for on-car ML accelerators
Build tooling to improve the usability of the compiler enabling ML engineers to understand deployability performance and accuracy of compiled ML models
Support deployment of innovative ML models on the car
Influence compiler architecture decisions and strategy within GM
Additional Job Description
Your Skills & Abilities:
3 years of experience in the field of compilers
Experience with ML frameworks (e.g. PyTorch TensorFlow JAX) and software stack (e.g. MLIR XLA TVM TensorRT etc)
Expertise in writing production quality Python/C code
Expertise in the software development life-cycle - coding debugging optimization testing integration
BS or higher degree in CS/CE/EE or equivalent
What will give you a competitive edge
Experience developing and deploying machine learning models
GPU programming (CUDA) and familiarity with ML SW stack (e.g. cuDNN cuBLAS)
Experience with ML accelerators and hardware architecture
Compensation:The compensation information is a good faith estimate only. It is based on what a successful applicant might be paid in accordance with applicable state laws. The compensation may not be representative for positions located outside of New York Colorado California or Washington.
- The salary range for this role is $158000-$241900. The actual base salary a successful candidate will be offered within this range will vary based on factors relevant to the position.
- Bonus Potential: An incentive pay program offers payouts based on company performance job level and individual performance.
Relocation: This job may be eligible for relocation benefits.
About GM
Our vision is a world with Zero Crashes Zero Emissions and Zero Congestion and we embrace the responsibility to lead the change that will make our world better safer and more equitable for all.
Why Join Us
We believe we all must make a choice every day individually and collectively to drive meaningful change through our words our deeds and our culture. Every day we want every employee to feel they belong to one General Motors team.
Benefits Overview
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Non-Discrimination and Equal Employment Opportunities (U.S.)
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We encourage interested candidates to review the key responsibilities and qualifications for each role and apply for any positions that match their skills and capabilities. Applicants in the recruitment process may be required where applicable to successfully complete a role-related assessment(s) and/or a pre-employment screening prior to beginning employment. To learn more visit How we Hire.
Accommodations
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Required Experience:
Senior IC
Employment Type
Full-Time
