Momenta

SAI VLA SDK 开发工程师

Momenta  •  Onsite  •  1 month ago
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Job Description

SAI VLA SDK 开发工程师上海全职研发 - 高级技术职位职位描述1.负责嵌入式平台(如高通等)上大模型推理性能的深度优化;
2.主导大模型量化方案设计与实现,确保板端部署后的精度对齐;
3.开发和维护高性能 VLA SDK,涵盖模型推理、前后处理及系统级调优;
4.针对 KV Cache 等关键模块进行内存与计算效率优化,提升端侧推理吞吐与延迟表现。职位要求1.精通 C++,具备扎实的嵌入式系统开发经验;
2.熟悉主流开源视觉/语言模型(如 SigLIP、DINO、Qwen 等)的架构与推理流程;
3.深入理解大模型端侧部署全流程,包括 Tokenization、KV Cache 管理、输出后处理等;
4.具备大模型量化(PTQ)实战经验,能完成精度-性能平衡的部署方案。
加分项:
1.有高通平台AI 推理部署或 DSP/NPU 工具链使用经验;
2.熟悉计算图优化技术(如算子融合、图改写、内存复用等);
3.参与过端侧多模态模型(VLM/VLA)SDK 或推理引擎开发。 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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