about 2 months ago
Sunnyvale, CA, USAMid Level / Senior
H1B Sponsor
Base Salary
$165k - $210k/yr
Responsibilities
- Deploy deep learning models on edge devices and in the cloud for real-time inference.
- Fine-tune models on proprietary datasets and manage dataset versioning, labeling, and evaluation.
- Write high-quality C++ or Rust code for deterministic, low-latency execution.
- Build cloud pipelines that process millions of images and video streams in near real time.
- Perform model surgery in PyTorch and TensorRT, including pruning, quantization, and graph optimization.
- Optimize GPU utilization, memory footprint, and inference throughput.
- Build and maintain middleware for real-time IPC between perception, planning, and control systems.
- Profile production systems to diagnose memory, compute, and concurrency bottlenecks.
- Design rigorous evaluation loops to measure model accuracy, latency, and robustness in field conditions.
Requirements
- Strong experience building real-time robotics systems that span software and hardware.
- Experience deploying neural networks under strict latency constraints where milliseconds matter.
- Deep understanding of GPU memory management, batching strategies, and compute optimization.
- Strong debugging skills using profilers and low-level performance tools.
- Solid experience with PyTorch; experience with TensorRT and ONNX is highly desirable.
- Deep expertise in C++ preferred; strong Rust or Python experience also welcome.
- Experience building production systems that must be reliable, observable, and fault-tolerant.
- BS, MS, or PhD in Computer Science, Robotics, Electrical Engineering, or a related technical field.
- 3+ years of experience building robotics, perception, or real-time systems.
Benefits
- Competitive compensation package.
- 100% Employer-paid medical, dental, vision, and base life insurance.
- Flexible paid time off and 9 paid holidays.
- 401(k) with both Traditional and Roth options.
- Equity in a rapidly growing company.
- Referral bonuses.
- Daily team dinners and regular team off-sites to build connection and momentum.
- The latest Apple tech and unlimited tools.
- Unlimited Cursor and Claude Code credits.