Momenta

训练推理优化工程师(Mstar)

Momenta  •  ¥1000k/yr  •  Shanghai, CN / Beijing, CN / Suzhou, CN (Onsite)  •  5 months ago
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Job Description

训练推理优化工程师(Mstar)北京、苏州、上海正式技术 - 软件工程职位描述1. 负责智能驾驶模型训练优化的研究和落地,通过数据并行,模型并行,通信优化,CUDA算子优化等,大幅提升模型的训练速度与效率;
2. 深入分析训练系统,定位和解决训练系统各个层次的性能瓶颈,不断提升训练效率,打造业界领先的训练系统,推进算法的高效迭代。职位要求1. 计算机、数学、物理、电子工程、自动控制等专业硕士及以上学历;
2. 了解深度学习算法基本原理,熟悉CNN/Transformers等主流模型原理;具有AutoML/模型推理/训练优化或AI 相关大模型/重要项目经验者优先;
3. 优秀的代码能力,熟练掌握C/C++或Python/CUDA等编程语言;
4. 能够熟练使用至少一种主流的机器学习框架pytorch,熟悉各种模型/数据并行训练框架优先(deepspeed/megatron);有深度学习训练框架开发经验的加分;
5. 具备扎实的计算机科学功底和编程能力,熟悉计算机体系结构,有高性能计算/高并发开发/系统性能优化经验者优先;
6. 良好的团队协作能力;创新性强,有良好的动手实现能力,对技术有热情。
Mstar专项招聘计划旨在招聘改变世界的顶尖人才,重塑未来人类出行方式。
如果你是竞赛大牛、学术达人、工程达人、超级学霸,欢迎应聘!
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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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