AI/ML 驱动的 ASIC 设计与实现自动化工程师
AI/ML driven ASIC Design and Implementation Automation Engineer
- 地点
- 班加罗尔，印度
- 类型
- 全职
- 发布
- 2026-07-28
- 编号
- R-10063276
职责
- 探索将 AI/ML 应用于 VLSI 设计的方法、流程和工具，提升 SoC 与 IP 开发团队在功能、性能、面积和验证方面的效率与质量。
- 与架构、IP 设计、SoC 设计、验证、实现和设计支持团队协作，开发原型方案，评估前沿 AI/ML CAD 技术并制定 ASIC 设计工具的关键方法与要求。
- 应用 GenAI、强化学习、图神经网络和卷积神经网络等自动化技术。
- 参与实际设计与实现工作，以试点和开发自动化流程，推动边缘 AI、汽车处理器和先进微控制器的设计数字化转型。
必备要求
- 计算机科学、电气工程、计算机工程或相关学科的学士或硕士学位，具备扎实的软件开发背景。
- 5 年复杂软件项目开发经验，具备 Python 和 C++ 编程实践经验。
- 具备 Unix/Linux、版本控制（Git、Bitbucket）及软件开发和调试工具的实操经验。
- 优秀的分析问题解决能力，较强的口头和书面沟通能力。
- 扎实的 AI/ML 专业知识和软件背景。
优先条件
- 数据结构、算法和优化问题的软件开发经验。
- 具备 VLSI CAD 方法论和工具开发经验。
- 了解或具备使用 EDA 工具进行设计、验证、DFT 和实现的经验。
- 深入理解设计、布局、约束（SDC、时钟、CDC、RDC）、静态时序分析、低功耗和功耗感知流程（UPF）。
- 熟悉设计版本控制（Git、DesignSync）以及 Make、Splunk、Jenkins、LSF 和 CI/CD 流程。
Responsibilities
- Explore methods, flows and tools to apply AI/ML to VLSI design, improving efficiency and quality (function, performance, area, verification) for SoC and IP development teams.
- Collaborate with architecture, IP design, SoC design, verification, implementation and design support teams to prototype solutions, evaluate state-of-the-art AI/ML CAD technologies and define key methodologies and requirements for ASIC design tools.
- Apply automation techniques including GenAI, reinforcement learning, graph neural networks and convolutional neural networks.
- Take part in hands-on design and implementation work to pilot and develop automated flows, driving digital transformation for edge AI, automotive processors and advanced microcontrollers.
Must Have
- Bachelor's or Master's degree in Computer Science, Electrical Engineering, Computer Engineering or related field with a strong software development background.
- 5 years of experience developing complex software projects with hands-on Python and C++ programming.
- Hands-on experience with Unix/Linux, version control (Git, Bitbucket) and software development and debugging tools.
- Excellent analytical problem-solving skills and strong verbal and written communication skills.
- Solid AI/ML expertise and software background.
Preferred
- Software development for data structures, algorithms and optimization problems.
- Experience with VLSI CAD methodology and tool development.
- Knowledge of or experience with EDA tools for design, verification, DFT and implementation.
- Deep understanding of design, layout, constraints (SDC, clocks, CDC, RDC), static timing analysis, low power and power-aware flows (UPF).
- Familiarity with design version control (Git, DesignSync) and Make, Splunk, Jenkins, LSF and CI/CD flows.
公司简介
NXP 半导体公司（NASDAQ：NXPI）通过创新的连接技术和边缘处理解决方案，让产品与环境变得更加安全、可持续且高效。作为嵌入式应用安全连接与处理解决方案的全球领导者，NXP 致力于打造一个更加智能的世界，解决世界上最复杂的技术难题，以推动商业创新，改变工作方式，提升生活品质。公司在 35 多个国家拥有 45,000 名员工，拥有超过 60 年的经验。