AMDSys/Test Validation Engineer
任职要求
THE ROLE: Client system validation focuses on system solution validation AMD products of Desktop, Mobile and Workstation. The goal of the team is to ensure AMD APU/CPU product quality before releasing to customers and market and improve customers’ experience to lead to a positive sentiment for AMD brand globally. We are seeking an System Validation Engineer to lead scenario-driven, end-to-end validation for both commercial and consumer users. You will define and execute smart and data-driven validation strategies, own real-world experiences validation plan across enterprise and consumer domains, drive cross-functional closure to deliver robust, high quality AMD products. KEY RESPONSIBILITIES: Create and execute test procedures to validate the design of client products Define end-to-end scenarios for Commercial (security docking, conferencing & manageability etc.) and Consumer (multimedia & gaming) domains. Establish validation quality matrix. Synthesize feedback from OEM/ODM partners, enterprise customers, gamers/creators, field/support data, forums/influencers, and telemetry to prioritize validation and product improvements. Drive automation, telemetry, and data analytics to scale cov…工作职责
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1. 从flops efficiency角度，对大模型预训练过程进行分析与探索，包括不限于对scaling law的研究，数据的认知实验，MoE等模型架构设计，以及其他工程与算法结合的ml sys相关优化等。 2. 负责原生多模态大模型的构建与预训练，包括各模态分词器设计，合成数据策略，以及跨模态融合训练策略等，提升原生多模态模型在视觉/语音的理解与生成任务上的能力。 3. 进行大模型reasoning能力的相关研究，研究pre-train / test-time compute对于模型推理能力的影响，借助SFT / DPO / self-play等手段，提高模型在代码数学等推理任务上的表现。 4. 通过post-training激发模型在各下游任务上的能力，从而构建具有通用问题解决能力的agent。
1. 从flops efficiency角度，对大模型预训练过程进行分析与探索，包括不限于对scaling law的研究，数据的认知实验，MoE等模型架构设计，以及其他工程与算法结合的ml sys相关优化等。 2. 负责原生多模态大模型的构建与预训练，包括各模态分词器设计，合成数据策略，以及跨模态融合训练策略等，提升原生多模态模型在视觉/语音的理解与生成任务上的能力。 3. 进行大模型reasoning能力的相关研究，研究pre-train / test-time compute对于模型推理能力的影响，借助SFT / DPO / self-play等手段，提高模型在代码数学等推理任务上的表现。 4. 通过post-training激发模型在各下游任务上的能力，从而构建具有通用问题解决能力的agent。
1. 【仿真运营】运营高级别自动驾驶系统的大下游(决策规划控制)及大上游(感知定位融合)的全链路仿真闭环测试流程，以及自动驾驶大模型仿真验证业务流程，快速形成简洁有效的测试报告，驱动研发解决长尾问题； 2. 【场景建设】理解自动驾驶业务和技术栈，对重点问题进行分析分类，建立和维护高级别自动驾驶corner case的场景数据库, 软件迭代过程中进行科学管理和更新汰换、保持场景库的高质量、高覆盖性和高有效性，有力支持研发快速验证模型和软件改动； 3. 【评估开发】理解自动驾驶和仿真技术栈，发现和总结各类问题的仿真评价规律，并转化成仿真评测的metric(c++程序)，提升仿真评价的精准度和自动化；并针对模型仿真测试过程中产生的新的需求，快速完善metric，不断提升仿真测试KPI的准确性和完备性，提升仿真测试的价值贡献度。
The ideal candidate has current and extensive experience developing and building Android systems and applications. The candidate understands what the limitations of the platform are and can design and implement additional services or help optimize existing ones to meet the product requirements. The ideal candidate: - Has in-depth expertise working with Android system - In-depth knowledge and experience with Linux kernel development - Experience on bootloader and device drivers development and enjoy working on hardware directly - Enjoys working side by side with partners, colleagues and teams on challenging problems - Is highly effective and thrives in a dynamic environment with multiple, changing priorities - Knows what is important when releasing software to developers and has been through the process from start to finish - Is comfortable with proactive outward communication and technical leadership and never shies away from a challenge Are you interested in jumping into the driver’s seat of our sensational FireTV partner products? We are looking for exceptional talent with Android Open Source Project (AOSP) expertise to join as a Senior System Development Engineer in the Fire TV 3p Devices team. Our team's mission is to build delightful FireTV products for our customers and partners with lower cost and faster time to market. As a member of the team, you will be working with business partners, software development engineers and testers to design, implement, test, launch, document, and maintain complex software applications, tools, and systems. You will have significant influence on our overall strategy by helping define these product features, drive the system architecture, and spearhead the best practices that enable a quality product. You will learn a variety of cutting-edge technologies, development processes, and develop well-rounded skills such as leadership, and effective project management. You will also mentor junior engineers.