About the Team

Our team is at the core of Avrides self-driving stack. We build the base infrastructure layer that powers all autopilot code. It includes a C framework for implementing autonomy components execution graph building and optimization systems as well as runtimes that execute those graphs both onboard and in simulation.

The vast part of the execution graph is implemented as a chain of neural network operations. The onboard mode relies on stable latencies of the inference of those networks while in simulation we also optimize throughput at scale.

About the role

Were looking for a software engineer with a leadership mindset and deep ML infrastructure experience. You will decide and influence the ML infrastructure layer across the company. The biggest challenge were facing at the moment is the effectiveness of GPU inference - both for onboard applications with near real-time guarantees and for offboard cases that target high throughput and deterministic execution. It is the first priority within this role.

What youll do

• At first you will take on the GPU inference framework focusing on performance
• Later the role assumes responsibility and ownership for broader ML infrastructure scattered across ML pipelines
• Close collaboration with the applied ML team responsible for defining the neural models architecture

What youll need

• Experience with PyTorch
• Understanding of how GPUs work
• Experience in diagnosing and resolving performance issues
• Strong record of building infrastructure including distributed systems
• 5 years of experience with C
• Programming experience in multi-threaded environments - multiple processes threads timers and interrupts

Candidates are required to be authorized to work in the U.S. The employer is not offering relocation sponsorship and remote work options are not available.

Avride is an equal opportunity employer and committed to providing reasonable accommodations to qualified applicants and employees with disabilities to ensure they have equal access to employment opportunities. Avride complies with the Americans with Disabilities Act (ADA) if you need a reasonable accommodation to assist with the application or hiring process or to perform the essential functions of a job please email .