Momenta

数据闭环研发工程师(Mstar)

Momenta  •  Onsite  •  2 hours ago
Apply
AI can make mistakes so check important info. Chat history is never stored.

Job Description

数据闭环研发工程师(Mstar)
Mstar
北京
Mstar计划
职位描述
1、建设自动驾驶数据飞轮,负责数据回收、数据挖掘、自动标注、数据生产等流水线研发;
2、搭建PB级分布式数据系统,优化数据存储、检索与流转性能;
3、研发高价值样本筛选策略,结合大模型完成数据清洗、质检、难例分析,降低标注成本;
4、协同算法团队搭建数据质量评估体系,推动需求落地;
5、预研主动学习、仿真数据等前沿技术并落地产线。
职位要求
1、计算机、自动化、机器人等相关专业,硕士及以上学历;
2、扎实计算机基础,精通Python、熟练C/C++/Go/Java;
3、掌握深度学习基础,具备大模型落地实践经验;
4、拥有大规模数据、分布式系统项目经验优先;
5、良好系统思维,具备独立方案设计与问题排查能力。
加分项:
1、项目竞赛:具备大规模数据集构建、数据流水线落地实战经验;智能车竞赛、超算竞赛获奖者优先,擅长从数据层面优化模型效果,而非仅调网络结构。
2、学术成果:有主动学习、样本筛选、数据治理、大模型数据应用方向相关论文者优先,重视数据策略创新。
3、技术栈:熟悉 Ray/Flyte/Spark/Flink、ROS、云原生、大数据存储者优先。
4、思维特质:具备强数据闭环思维,信奉数据决定模型上限;拥有第一性原理思考方式,擅长量化验证方案收益;既能深耕底层算法,又能完成工程落地,具备长期成长为数据闭环架构负责人的潜力者优先。
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
Social Media