Momenta

决策规划算法架构师/TL

Momenta  •  Onsite  •  1 month ago
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Job Description

决策规划算法架构师/TL北京、苏州、深圳、上海全职互联网 / 电子 / 网游职位描述岗位职责
- 稳定可靠且易于扩展的Planning架构设计与系统开发;
- 通过DL/RL/POMDP/Game Theory等算法提升决策规划交互能力,使系统表现更加符合人类驾驶习惯;
- 基于海量路测数据构建完整的数据驱动算法工具链,构建高效规划训练及评测系统等;
- 高性能高效率的数值优化和计算几何算法开发。
任职要求
- 自动化、计算机、人工智能、车辆等相关专业硕士及以上学历;
- 较强的编程能力,熟悉C++、Python,良好的代码风格和系统设计能力;
- 扎实的数理基础,熟悉最优化/控制理论/深度学习/强化学习等算法中至少两种;
- 优秀的沟通与协作能力;
- 优秀的学习能力和建模分析能力,需要多维视角和创新思维解决复杂场景下的难题;
- 机器学习方向要求深刻理解DL/RL相关算法,有丰富的研究和实践经验。
加分项
- 复杂系统工程经验,优秀开源项目研发经历;
- RoboMaster, RoboCup等机器人比赛或ACM竞赛获奖者;
- 熟悉自动驾驶技术栈和主流Planning算法框架;
- 有Robotaxi/Robotruck/无人配送/机器人等领域Planning算法落地应用经验。职位要求-- 投递
Momenta

About Momenta

We are committed to developing breakthrough artificial intelligence (“AI”) solutions to push beyond the frontier of possibilities today and significantly improve people’s quality of life. We leverage our AI capabilities to develop autonomous driving solutions to enhance safety, convenience, and efficiency of mobility.

We have pioneered a unique scalable path toward full autonomous driving by combining a data-driven approach with iterating algorithms – referred to as our “flywheel approach” - as well as a “two-leg” product strategy focusing on both Mpilot, our mass-production-ready highly autonomous driving solutions, and MSD (Momenta Self-Driving), our driving solution targeting full autonomy.

Contact us:

contact@momenta.ai

Industry
IT & Software
Company Size
501-1,000 employees
Headquarters
Suzhou City, CN
Year Founded
2016
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