苹果Computer Vision/Machine Learning Engineer (Low level CV)
任职要求
Minimum Qualifications • M.S. or PhD in Electrical Engineering/Computer Science or a related field (mathematics, physics or computer engineering), with a focus on computer vision and/or machine learning • Rich experiences in video machine learning covering one of the topics: Low level object detection and segmentation / ML-based ISP / Multi-sensory fusion / Multi-modal fusion in ISP • Proven prototyping skills and proficient in coding (C, C++, Python) • Excellent written and verbal communications skills, be comfortable presenting research to large audiences, and have …
工作职责
The computer vision algorithm engineer will work in a dynamic team as part of the Video Engineering org which develops on-device computer vision and machine perception technologies across Apple’s products. We balance research and product to deliver the highest quality, state-of-the-art experiences, innovating through the full stack, and partnering with cross-functional teams to influence what brings our vision to life and into customers hands. Keywords: Machine learning based ISP; Low level object detection and segmentation; Multiple sensor fusion
1.参与AI与GPU相关项目的性能优化与研发，通过利用并行计算优化、架构优化、量化优化和异构调度等高性能优化技术，研发行业领先的高性能异构AI优化技术与编译优化技术； 2.针对搜广推、音视频以及大模型场景，优化大模型训练和推理场景的性能； 3.与公司各算法部门深度合作，对重点项目进行算法与系统的联合优化。
1、参与大模型推理/训练优化。通过研发业界领先的AI Compiler 技术，支撑搜推场景在GPU上的训练计算性能优化；支持大模型推理优化技术在异构硬件上的落地； 2、参与各种大模型推理所需的功能性开发任务；相关编译优化功能开发，以图优化、算子融合、GPU高性能算子开发及自动Codegen等技术手段不断推高在不同卡型上的计算性能极限； 3、参与支持日常的大模型推理服务部署，参与内部日常提效工具的研发。
• Be a subject matter expert on databases, particularly on Relational Databases, able to discuss with customer on database modelling, migration, performance testing and day to day operations • Have wide ranging experience with open source and commercial databases such as MySQL, PostgreSQL, Oracle & SQL Server…etc • Be familiar with major cloud service providers in using it for deployment of workloads (AWS, Alicloud, GCP, Azure…etc) • Be a technical expert on all aspects of OceanBase (compatibility assessment, deployment, administration, development, migration…etc) • Facilitate introduction, discussion and demonstration of OceanBase’s technology, vision and value proposition either via individual or group sessions with customers • Engage and discover prospects’ pain points, business/technical challenges and identify how OceanBase can add value • Run Proof of Concept projects with customers to validate OceanBase’s capabilities Support post sale OceanBase implementation with OceanBase delivery team • Maintain deep understanding of competitive as well as complementary technologies and how to position OceanBase DB in relation to them • Provide guidance on how to resolve customer-specific technical challenges • Collaborate with Product Management, Engineering, and Marketing to continuously improve OceanBase product and position in the market
Headquartered in Singapore, Ant International powers the future of global commerce with digital innovation for everyone and every business to thrive. In close collaboration with partners, we support merchants of all sizes worldwide to realize their growth aspirations through a comprehensive range of tech-driven digital payment and financial services solutions. We are seeking for Java Software Engineers for our Malaysia Tech Center, work on end-to-end solutions for cross-border payments for our global merchants and globalization business. Key Responsibilities: 1. Design solutions involving integration with multiple systems and services. 2. Develop high volume, high performance, low latency and reliable mission critical applications. 3. Write maintainable, robust, and testable code. 4. Perform code and test case review. 5. Implement processes, solutions or tools to improve software delivery and quality. 6. Able to adopt latest software development trends and industry best practices.