QCraft AI

【27届校招】预测规划算法工程师

QCraft AI  •  Onsite  •  4 days ago
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Job Description

【27届校招】预测规划算法工程师
北京、苏州
校招
正式
研发 - 算法
职位描述
1. 参与自动驾驶预测-决策-规划模型的设计、训练与迭代,负责场景理解、多模态轨迹预测与轨迹生成;
2. 建设数据驱动闭环:海量路测数据的场景挖掘与自动化标注、训练数据配比、评测指标与可视化工具,支撑模型快速迭代;
3. 结合模型与专家系统,提升复杂城市路况(博弈交互、无保护转弯、施工绕行等)下车辆行为的合理性、安全性与舒适性;
4. 负责模型的车端部署与性能优化:模型压缩、量化、推理加速,在有限算力下满足实时性要求;
5. 跟踪生成式模型、端到端自动驾驶等前沿方向,探索其在量产自动驾驶上的落地。
职位要求
1. 计算机、自动化、数学、电子等相关理工专业,本科及以上学历;
2. 扎实的机器学习/深度学习基础,熟悉 PyTorch,有 Transformer、扩散模型/流匹配、时序建模等相关经验优先;
3. 扎实的 C++/Python 编程功底和算法分析能力;
4. 具备数值优化、计算几何、搜索算法、控制、运动规划等知识和应用经验;
5. 有自动驾驶/机器人预测规划、大规模模型训练、模型量化部署经验,或高质量论文、竞赛、开源项目者优先;
6. 良好的英语基础、表达能力和团队合作能力。
投递
QCraft AI

About QCraft AI

Established in 2019, QCraft, a world-leading provider of general autonomous driving (AD) solutions, owns a "light, responsive, and efficient" team in full-stack autonomous driving and creates high-efficiency methodology "Gigafactory for Autonomous Driving". With data-driven approaches and efficiency improvement at its core, it delivers efficient deployment and iteration of autonomous driving.

Under a "safety+" strategy, QCraft encodes safety into product R&D, branding and sustainable development. Committed to "Bringing Autonomous Driving into real life" and based on extensive experience in L4 technology and L2++ mass production, QCraft relentlessly promotes the technical and commercial implementation from L2++ to L3 and L4, approaching towards the higher level of autonomous driving.

Industry
IT & Software
Company Size
51-200 employees
Headquarters
California
Year Founded
2019
Website
qcraft.ai
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