亚马逊Senior Applied Scientist, Generative AI Innovation Center
任职要求
基本任职资格 - PhD degree in computer science, engineering, mathematics, operations research, or in a highly quantitative field plus 5 years of relevant experience, or Master’s degree plus 10 years of relevant work experience - 5+ years of hands on experience with Python to build, train, and evaluate models - 5+ years of experience in any of the following areas: algorithms and data structures, parsing, numerical optimization, data mining, parallel and distributed computing, high- performance computing - 2+ years demonstrated experience with Large Language Model (LLM) and Foundational Model post-training, continual pre-training, fine-tuning, or reinforcement learning techniques. - Scientific publication track record at top-tier AI/ML/NLP conferences or journals 优先任职资格 - Demonstrated experience with building LLM-powered agentic workflow, orchestration, and agent customization - Experience with model optimization techniques (quantization, distillation, compression, inference optimization etc.) - Experience with open-source frameworks for model customization like trl, verl, and for building LLM-power…
工作职责
Are you looking to work at the forefront of Machine Learning and AI? Would you be excited to apply Generative AI algorithms to solve real world problems with significant impact? The Generative AI Innovation Center helps AWS customers implement Generative AI solutions and realize transformational business opportunities. This is a team of strategists, scientists, engineers, and architects working step-by-step with customers to build bespoke solutions that harness the power of generative AI. Starting in 2024, the Innovation Center launched a new Custom Model and Optimization program to help customers develop and scale highly customized generative AI solutions. The team helps customers imagine and scope bespoke use cases that will create the greatest value for their businesses, define paths to navigate technical or business challenges, develop and optimize models to power their solutions, and make plans for launching solutions at scale. The GenAI Innovation Center team provides guidance on best practices for applying generative AI responsibly and cost efficiently. You will work directly with customers and innovate in a fast-paced organization that contributes to game-changing projects and technologies. You will design and run experiments, research new algorithms, and find new ways of optimizing risk, profitability, and customer experience. We’re looking for Applied Scientists capable of using GenAI and other techniques to design, evangelize, and implement state-of-the-art solutions for never-before-solved problems. As an Applied Scientist, you will - Collaborate with AI/ML scientists and architects to research, design, develop, and evaluate generative AI solutions to address real-world challenges - Interact with customers directly to understand their business problems, aid them in implementation of generative AI solutions, brief customers and guide them on adoption patterns and paths to production - Help customers optimize their solutions through approaches such as model selection, training or tuning, right-sizing, distillation, and hardware optimization - Provide customer and market feedback to product and engineering teams to help define product direction
1、负责摄像头模组的评估选型，负责Camera新器件、新工艺的收集和研究，并建立资源库，输出研究分析报告，并成功导入产品项目中； 2、熟悉Cam模组电子，结构，光机等设计要点，负责Cam模组定制开发，量产交付； 3、负责与Camera主流马达厂家及其他创新厂家保持密切沟通，掌握Camera模组变焦和OIS的技术发展趋势，确保Camera模组能够获得最大的对焦和防抖性能； 4、负责与Camera Sensor厂家保持密切沟通，掌握Camera Sensor的技术发展趋势，确保发挥Sensor的最优性能满足VR系统的需求； 5、涉及部品的重大技术问题协助推动厂家技术支持； 6、部品通用化管理和兼容性设计。
1、负责RTOS操作系统移植，支撑任务调度/内存管理/动态加载等OS能力； 2、负责I2C/I3C/SPI等各类IP外设驱动开发； 3、负责acc/mag等各类sensor器件驱动开发； 4、负责对接Android各类Sensor service服务的底层通路建设； 5、负责AI推理框架，模型量化，sensor类算法； 6、负责智能业务如行人导航，融合定位，行为识别等业务交付。
Partnership Development: Identify, negotiate, and secure partnerships with MNOs and MVNOs globally. Maintain strong relationships to ensure long-term collaboration and mutual growth. Contract Negotiation: Lead negotiations for partnership agreements, ensuring alignment with company strategy and objectives. Manage the end-to-end process from initial contact to contract signing. Market Expansion: Develop and implement strategies to expand the availability and reach of travel essentials products, driving market share growth in key regions. Product Enhancement: Collaborate with partners to develop and launch new products or services that meet the needs of travelers. Provide market insights to optimize product offerings and enhance customer satisfaction. Cross-functional Collaboration: Work closely with internal departments such as marketing, operations, and customer service to ensure seamless integration and execution of different projects. Performance Monitoring: Regularly review and analyze partner performance metrics. Provide insights and recommendations to improve outcomes and maximize ROI. Market Research: Conduct ongoing research on industry trends, competitor activities, and technological advancements in the telecom sector. Use this information to inform strategy and drive innovation. Reporting: Prepare regular reports on business partnership activities, market trends, and performance metrics for senior management.
1. Assist in implementing the Choice business strategies, standards, and SOPs formulated by the regional team to ensure that local business operations follow the established directions. 2. Establish good cooperative relationships with local suppliers and partners, expand business resources, and promote the continuous development of the business. 3. Serve as a communication bridge between the local team and the regional team, and accurately and promptly convey the needs and information of both sides to ensure efficient and smooth business collaboration. 4. Collaborate with and track the local BD and buyer teams in the daily operation and management of the local product inventory, including tasks such as product listing, inventory control, and price adjustment, to improve the sales performance of local products. 5. Handle various problems and emergencies that arise during the implementation of local business, coordinate resources from all parties to solve them, and maintain the continuous operation of the business. 6. Participate in formulating marketing activity plans for the local market, integrating regional strategies with local characteristics to enhance the market competitiveness of the business.