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Rivian

Makes electric pickups, SUVs and delivery vans

Engineer Intern Co-op - ML Compilers

Applied Machine LearningUpdated on Nov 12
Internship · Spring 2027Palo Alto, CA, USA$45 - $51 /hr

About the Job

Requirements

  • Must be currently pursuing a master's or PhD degree at an accredited university in Computer Engineering or a closely related field.
  • Demonstrate strong C/C++ and Python programming skills.
  • Have experience with system-on-chip platforms used for machine learning.
  • Have a strong understanding of deep learning software models.
  • Be proficient in deep learning frameworks and their low-level intermediate representations or export formats.

Responsibilities

  • Contribute to developing an ML compiler that maps autonomy machine-learning models to the Rivian Autonomy Processor (RAP1).
  • Design and implement hardware-aware optimizations for RAP1, including quantization strategies, model compression, memory-efficient representations, and operator fusion.
  • Collaborate with hardware teams to co-optimize model architecture and compute pipelines under real-time latency, throughput, and power constraints.
  • Benchmark and analyze system performance across platforms, then iterate to improve deployment efficiency.
  • Partner with autonomy teams to align model optimization efforts with the hardware roadmap and real-world autonomy requirements.
  • Work closely with Rivian Autonomy and Hardware teams to evaluate implementation targets for performance, bring up new hardware, and add compiler support for hardware features.
  • Collaborate with cross-functional teams to understand workloads, enable them to run on hardware, and help define future hardware and model enhancements.

Desired Qualifications

  • Experience in compiler pipeline development.

About the Company

Rivian

Makes electric pickups, SUVs and delivery vans

Rivian designs and builds electric pickup trucks, SUVs, and delivery vans, pairing off-road ability with electronics and software it develops itself. In 2021, its R1T became the first fully electric pickup truck on the US consumer market, ahead of larger rivals such as Ford and Tesla. It makes the R1T pickup, the R1S and R2 SUVs, and commercial vans in Normal, Illinois, and sells them directly online and in its own stores rather than through dealers. Its vehicles run on Rivian's own software, which gains features through updates sent over the internet, and most revenue comes from vehicle sales, with service and optional software adding more. Rivian was founded in 2009 and is based in Irvine, California.

Company size
10,001+
Company stage
IPO
Headquarters
Irvine, CA
Founded
2009

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