公司介绍
Momenta成立于2016年，定位于打造自动驾驶大脑，核心技术是基于深度学习的环境感知、高精度地图和驾驶决策算法。目前，在中国、德国、日本有全球业务。
公司创立之初即确立了“一个飞轮”的技术洞察，通过不断积累和迭代，带来产品和商业的爆发增长，最终实现无人驾驶规模化落地。在此基础上，公司衍生出量产自动驾驶（Mpilot）与完全无人驾驶（MSD）“两条腿”走路的产品战略。
公司已获得上汽集团、梅赛德斯-奔驰、丰田和博世的战略投资，被《麻省理工科技评论》评为“50家聪明公司”。
申请链接：https：//momenta.zhiye.com/home
工作地点：北京、苏州
简历投递：wangjing@momenta.ai
邮件命名：职位名称-姓名-手机-工作地
欢迎各位校友同学推荐、自荐或转荐，感谢！
1.视觉感知算法工程师
工作职责：
1.负责视觉感知算法的构建与研发，包括但不限于目标检测、语义分割、目标追踪等；
2.负责视觉感知算法在自动驾驶应用中的开发、迭代与维护；
3.深刻思考业务需求，不断设计新地算法解决方案。
任职资格：
1.深刻理解深度学习、计算机视觉/模式识别的基本算法，有丰富的研究经验；
2.出色的工程能力，熟悉C++或Python，有良好的数据结构和算法基础；
3.有契合领域内的学术顶会发表论文（如CVPR、ICCV等）经历优先，有国际竞赛获奖经历优先；
4.有大型工程项目落地经验、优秀开源项目开发经历优先。
2. Lidar感知算法研发
工作职责：
1.参与自动驾驶Lidar感知算法设计和开发，包括但不限于3D目标检测、分割、跟踪；
2.参与Lidar感知算法在不同级别自动驾驶产品中的落地与优化。
任职资格：
1.深刻理解深度学习，有独立分析问题、定位问题、解决问题的能力；
2.出色的编程能力，熟悉C++或Python；
3.有相关方向的顶会、顶刊论文发表加分，有国际竞赛获奖经历加分；
4.有大型工程项目落地经验、优秀开源项目开发经历优先。
3. 融合感知算法工程师
工作职责：
1.参与自动驾驶多传感器（视觉、Lidar、Radar、超声等）融合感知方案的设计和开发；
2.参与融合算法在不同级别自动驾驶产品中的落地与优化。
任职资格：
1.深刻理解深度学习，有独立分析问题、定位问题、解决问题的能力；
2.出色的编程能力，熟悉C++或Python；
3.有相关方向的顶会、顶刊论文发表加分，有国际竞赛获奖经历加分；
4.有大型工程项目落地经验、优秀开源项目开发经历优先。
4. 深度学习平台开发工程师
工作职责：
1.基于 pytorch 优化模型多机多卡训练效率；
2.在不同平台上部署深度学习模型，包括 CUDA，海思，amba，TI 等，和深度学习算法工程师配合，实现深度学习算法的软硬件联合优化以及深度学习相关工具链的开发；
3.组织编写相关文档，跨部门协作提供技术支持；
任职资格：
1.熟练掌握 C++、python 中的一种，另一种也需要了解，两种都精通的优先；
2.熟悉常见深度学习模型，算子，了解 ONNX；
3.熟悉深度学习模型分布式训练或者不同平台的模型量化部署流程和细节，有分布式训练优化经验或模型量化性能调优经验的优先；
4.熟悉 NV GPU 体系架构或海思 NPU 体系结构的优先；
5.熟悉高性能计算的优化方法，或有深度学习算子优化加速经验者优先；
5. 系统研发工程师
工作职责：
1.对L4路测问题进行深入分析，识别关键问题，推动上游模块解决问题；
2.设计和分解自动驾驶算法性能指标，针对各个模块和系统整体进行性能评价，确保模块指标和整体产品指标的一致性；
3.基于模块算法构建L4系统，打磨Robotaxi产品体验；
4.利用仿真工具，结合实际数据，设计和实现离线验证方案，提高测试效率和可重复性。
任职资格：
1.专业背景：计算机，自动化，电子工程，车辆工程，航空宇航等专业方向；
2.有独立或带领团队解决过人工智能或机器人等相关领域的系统性问题；
3.良好的编程能力，熟练掌握Python和C++；
4.NOI，ACM等算法竞赛获奖者优先，有人工智能相关领域论文发表者优先；
5.熟悉自动驾驶算法技术栈，熟悉自动驾驶系统软硬件架构，有自动驾驶算法研发经验者优先。
6.Cyber Security Architect
车联网安全工程师
Tasks:
oPlanning of security activities inside the project plan and budget in alignment with Project Lead
oReview the Threat Assessment result and aggregate the overall component threat assessment for complex on-board/off-board systems
oCreate and update the Security Concept
oPerform threat analysis based on identified vulnerabilities together with the OEM and internally developed System/Functions
oCreate a Security Test concept, perform/commission tests and test the security-wise correct implementation
oDefine and track measures and mitigation plans to close vulnerabilities and reduce the level of threat/risk together with system/function owners
oAssess project security relevant demands and changes, create necessary security deliverables and integrate approved changes and their impact into the Security Concept
oCreate SIEM Use Cases based on the residual threats, vulnerabilities and risks
oIdentify, report and receive vulnerability and threat information, define and report their related mitigation plans and status to Project team and Momenta Security team
oPerforming the mitigation of a problem or incident with the system/function owners (Identify affected products, prepare a technical remediation plan)
oAnalyze incoming requests and trigger the Problem- or Incident Management process
oSupport supplier security management activities (e.g. supplier security assessments)
Responsibilities
oClarify the security requirements with business unit and detailing the Security Technical Specification for design via security analysis.
oSupport the security implementation by System/Function, HW, SW and Test to fulfil customer requirement.
oCoach and implement the security solution including configuration and necessary development according to customer requirement.
oFollow the national and international security state of art technology and give proposal to improve the customer security culture.
oVulnerability assessments (cybersecurity analysis);
oMonitoring and reacting to security breaches to mitigate data loss (cybersecurity response);
oInvestigating and performing post-mortem analysis of a security breach to identify the data accessed and the exploits used by the attacker (cybersecurity forensics);
oImplementing technologies and processes to harden the security of systems and networks (cybersecurity administration);
oSoftware architecture design from information security perspective;
Skills
Must have:
oBachelor’s degree or above; EE, Computer Science, Info-Sec or related majors
o5+ years of experience working in Automotive Engineering, candidate with less experience will be considered as junior role
o3+ years of security working experience in complex telematics systems including but not limited to (TCP/IP, USB, Cellular, Ethernet, Bluetooth, Wi-Fi, GPS and CAN)
oExcellent written and verbal communication skills in English & Chinese, Japanese and/or German is a plus.
oKnow-how about cryptography
oKnowledge of hardware protocols (e.g. SPI, UART and JTAG)
oGood knowledge of at least one real time OS (VxWorks, FreeRTOS, QNX, Zephyr etc.)
oGood knowledge of computation system architecture and best practice (ISA, microprocessor, IC, FPGA, RSIC, ISA etc.)
oExperience in using IDA Pro, network analyzer, CAN Network Tools, and Metasploit
oExperience in one of following cybersecurity areas: network security, application security, API security, container security, cloud infrastructure configuration, identity and access control, modern authentication and authorization protocols, endpoint security, mobile security.
oFamiliar with embedded/automotive security solutions, includes not limited to: IDS, IPS, SIEM, SOC, IAM, ACL etc.;
oSecure coding practices, ethical hacking and threat modeling;
oPractical experience about (SAE J3061 / ISO 21434) / A-SPICE;
Nice to have
Experience on national/international automotive cybersecurity standardization
oExperience on ISO 26262 / A-SPICE related assessment
工作地点：北京海淀区中关村五道口东升大厦A座/C座（出差苏州）
简历投递：wangjing@momenta.ai
邮件命名：职位名称-姓名-手机-工作地
欢迎各位校友同学推荐、自荐或转荐，感谢！
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