Momenta

高级算法工程师

Momenta  •  Onsite  •  1 month ago
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Job Description

高级算法工程师上海、北京、广州、苏州全职互联网 / 电子 / 网游职位描述岗位职责
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算子优化等手段,大幅提升模型的训练速度与效率。
2. 解决智能驾驶模型训练和部署工作中遇到的各种工程和性能问题。负责训练相关的工具链和框架的开发,维护,和优化。职位要求岗位要求
1. 工作2年以上,计算机/数学/物理/电子工程/自动控制专业硕士及以上学历。思维敏捷,学习能力强。
2. 有扎实的深度学习算法基础,熟悉CNN/Transformers等主流模型原理;在检测,分类,推荐,自动驾驶等深度学习算法领域有不错的项目经验。
3. 优秀的代码能力,熟练掌握C/C++或Python/CUDA等编程语言。有丰富的代码开发经验和良好的工程规范。
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。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;
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。 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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