2 дня назад
Research Engineer (Robotics)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Research Engineer (Robotics): Turning robotics, perception, ML, and data-infrastructure research prototypes into reliable production systems for real hardware with an accent on C++, CUDA, embedded execution, and performance optimization. Focus on hardening real-time perception pipelines, optimizing CPU and GPU workloads, and integrating containerized research code into monitored production services.
Location: San Mateo, United States — on-site
Company
builds data collection systems, large-scale data infrastructure, and software tools that support training data for general-purpose robotics and foundation models.
What you will do
- Turn research prototypes into reliable, production-grade systems running on real hardware.
- Harden perception pipelines such as pose estimation, SLAM, and calibration for real-time embedded execution.
- Profile and optimize CPU-, memory-, and GPU-intensive workloads using performance-analysis tools and microbenchmarks.
- Write, profile, and debug CUDA kernels for low-level acceleration.
- Integrate research outputs into production code with testing, error handling, observability, containerization, and packaging.
- Work with researchers and infrastructure engineers to balance accuracy, latency, resource usage, and deployment requirements.
Requirements
- 3+ years of industry experience in software engineering focused on systems, performance, or production ML.
- Strong C++ proficiency, including modern C++17/20, memory management, and performance-conscious coding.
- Experience writing, profiling, and debugging CUDA GPU kernels.
- Experience with CPU performance optimization, including profiling, cache behavior, SIMD, and latency reduction.
- Proficiency in Python and familiarity with PyTorch or TensorFlow for reading and modifying research code.
- Comfort with Linux systems, build systems, debugging tools, and containerization.
Nice to have
- Experience shipping research or prototype code in production.
- Background in real-time or embedded systems, perception, computer vision, or robotics.
- Experience optimizing model inference with TensorRT, ONNX Runtime, or similar tools.
- Understanding of the lifecycle from research notebooks to containerized, monitored production services.
- Experience working in 0→1 environments.
Culture & Benefits
- Fast-paced work across perception, ML, and data-infrastructure teams.
- Opportunity to move between teams based on the highest-priority technical needs.
- Close collaboration with researchers to translate algorithmic intent into production systems.
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