Unison Group

系统工程师(硬件加速器、架构)

Unison Group  •  Shenzhen, CN (Onsite)  •  2 hours ago
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Job Description

系统工程师(硬件加速器、架构)

深圳

正式

研发 - 电子 / 半导体

职位描述

  1. 参与AI计算子系统(NPU/加速器)架构定义,包括计算阵列规模、数据流(Dataflow)方式、片上存储层次结构设计 2. 开展算力-带宽-存储联合建模,评估不同架构方案在典型AI负载(CNN/Transformer/大模型推理等)下的性能、功耗、面积(PPA)权衡 3. 参与算子到硬件的映射分析(算法-架构协同设计),识别计算/访存瓶颈,提出架构优化方向 4. 使用架构级仿真工具(如自研或开源Cycle-level/Trace-driven模拟器)搭建性能评估平台,输出架构决策依据的量化数据 5. 配合团队完成架构规格文档(Spec)撰写,与微架构、RTL、软件(编译器/驱动)团队对接,跟踪架构指标在实现阶段的落地情况 6. 参与竞品架构调研与技术趋势跟踪(如主流NPU/加速器架构、先进封装/Chiplet互联对计算架构的影响),为架构规划提供输入

职位要求

  1. 计算机体系结构、微电子、电子工程或相关专业博士学位,研究方向涉及AI加速器架构、计算机体系结构、高性能计算或类似领域 2. 具备扎实的计算机体系结构基础,理解存储层次、互联拓扑、并行计算模型 3. 熟悉至少一种主流AI计算负载特征(CNN/Transformer/LLM推理或训练),了解典型算子(卷积、矩阵乘、Attention等)的计算与访存特性 4. 具备架构建模与仿真经验,能使用Python/C++等语言搭建性能评估模型或使用现有模拟器(如Gem5、SCALE-Sim、Timeloop等)进行方案评估 5. 论文或研究成果体现出对"架构-算法协同设计"的思考(如稀疏性利用、量化、存算一体等方向优先) 6. 良好的量化分析与数据驱动决策能力,能将架构假设转化为可验证的性能模型 7. 良好的跨团队沟通与文档撰写能力,能将复杂架构权衡清晰表达给上下游团队

投递

Unison Group

About Unison Group

Unison Consulting was launched in Singapore on September 2012, the hub of the financial industry, with innovative visions in the technocratic arena. We are a boutique next-generation Technology Company with strong business-interests in Liquidity risk, Market Risk, Credit Risk and Regulatory Compliance.

Unison provides technology consulting and services to implement Risk Management and Risk Analytics System for Financial Institutions. Our services suite comprises of Techno-Functional consulting, systems integration, Business Intelligence, information management, and custom development of IT solutions, plus project management expertise for financial institutions.

We have expertise in latest cutting edge technology to achieve better total cost of ownership. Through our qualified professionals, we assist you drive your unique risk management strategies, whether that means efficient monitoring, improving risk appetite of the financial institutions, complying with regulations, or capturing growth opportunities through innovation, this is what maximizes your decision taking potential. At Unison Consulting, we view clients as partners, and our success is only measured by the success of our partners. So we put it all on the table in order to exceed expectations.

Our staff consists of young, energetic and innovative consultants who are never afraid to challenge the conventions and push the boundaries in an effort to help our clients. For every project, no matter how large or how small, we strive to not only meet your needs, but deliver a showcase in your field.

Industry
IT & Software
Company Size
51-200 employees
Headquarters
Unknown
Year Founded
2012
Website
com.sg
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