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AeroVect 正在以自动化技术革新地面服务行业,重新定义全球航空公司和地面服务供应商的运营方式。
我们是一家获得 A 轮融资 的高成长科技公司,由航空与自动驾驶领域的顶级风险投资机构支持。
我们的客户包括全球领先的航空公司与地勤服务企业。
想了解更多,请访问:www.aerovect.com
构建先进的 3D 目标检测模型,采用多模态融合(摄像头、激光雷达、雷达)技术;
设计与维护数据采集和评估流程,定义核心性能指标(metrics);
开发和管理专有的 多模态训练与评估数据集;
训练、部署并监控 2D/3D 目标检测模型的生产环境表现;
研究并测试最新前沿模型的性能表现;
指导初级工程师,推广最佳实践与工程标准。
计算机科学、机器人学、深度学习或相关领域的 硕士或博士学位;
5 年以上 专注于 2D / 3D 目标检测模型架构设计与部署的经验;
熟悉完整的感知技术栈(包括预处理、检测与跟踪);
精通 Python 编程;
能够独立领导项目,具备优秀的科研与工程协作能力。
拥有 计算机科学、机器人学或相关专业博士学位;
曾在 CVPR、ICRA、NeurIPS、IJCAI、AAAI 等国际顶级会议发表论文;
对推动自动驾驶与航空自动化技术的边界充满热情。
中高级 / Python / 计算机视觉 / 3D 目标检测 / 自动驾驶 / AI 感知系统
投递方式:
官网投递
Staff Software Engineer, Perception @ AeroVect
AeroVect is transforming ground handling with autonomy, redefining how airlines and ground service providers around the globe run day-to-day operations. We are a Series A company backed by top-tier venture capital investors in aviation and autonomous driving. Our customers include some of the world’s largest airlines and ground handling providers. For more information, visit www.aerovect.com
You will
– Architect 3D object detection models, including multi-modal approaches (camera, LiDAR, Radar).
– Build and maintain data collection and evaluation (metrics) pipeline.
– Develop a proprietary multi-modal dataset for training and evaluation.
– Train, deploy and monitor 2D/3D object detection models to production.
– Experiment SOTA models’ performance.
– Mentor junior engineers about best practices.
You have
– Master’s or PhD in Computer Science, Robotics, Deep Learning, or a related field.
– 5+ years of focused experience in architecting and deploying 2D/3D object detection models.
– Worked on entire perception stack (sensing, preprocessing, detection & tracking)
– Python proficiency
– The ability to lead projects autonomously
We Prefer
– PhD in Computer Science, Robotics, or a related discipline.
– Publications in major conferences like CVPR, ICRA, NeurIPS, IJCAI, AAAI etc
Tagged as: mid-level, Python, senior