微软Researcher
任职要求
Required Qualifications • Master's Degree (or currently pursuing degree) in relevant field AND 1+ year(s) related research experience. • OR equivalent experience. Preferred Qualifications • Doctorate in relevant field. • OR equivalent experience. • Experience in publishing academic papers as a lead author or essential contributor. • Experience in participating in a top conference in relevant research domain. Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, color, family or medical care le…
工作职责
• Collaborates with product and business groups to provide expertise and technology, participates in technology transfer, files patents, authors white papers, and develops tools/services for internal use. May publish research. • Bridges the gap between researchers and development teams, bringing new technology and approaches into production to solve immediate product needs. Identifies and applies research-backed solutions to positively impact Microsoft products or services. • Gains expertise in specific research subareas and broad research fields, applies advanced concepts to product needs, and consults with engineers and product teams. Researches tools and methods to improve product quality, performance, or efficiency. • Reviews and prepares data for analysis, ensuring quality and technical constraints are met. Develops usable datasets for modeling, adapts cleaned data for machine learning, and designs ETL pipelines. Collaborates to apply state-of-the-art algorithms to business problems and uses statistical tools to evaluate machine learning models. • Supports the application and deployment of machine learning algorithms, seeks information to improve models, and helps create, apply, and verify models through iterations. Assists with experiments and sets up monitoring to track production models. • Documents work in progress, experimentation results, and plans to ensure processes are captured, participates in creating informal documentation, shares findings to promote innovation, and follows ethics and privacy policies when executing research processes or collecting data.
MT Lab focuses on R&D of cutting-edge algorithms in CV, deepearning, and computer graphics. We provide core technicalsupport for Meitu products.Our team of top talent is dedicated to advancing imagingtechnology, beautifully merging science and art. Role Overview: We are seeking Applied Researchers with relevant experience in image and video generation to join our AI Lab. Ideal candidates are highly self-motivated to advance the state-of-the-art in computer vision and generative AI. Through collaboration, we aim to make significant product impacts and conduct seminal research. This is an on-site role based in Bellevue, WA. We offer relocation assistance to new employees. Key Responsibilities: ●Research and develop state-of-the-art image and video generation models within specific domains ●Collaborate internally and externally to conduct seminal research to advance the frontier ●Serve as a mentor to teammates when necessary to collectively cultivate a strong technical team Basic
• You will master one or more subareas and gain expertise in a broad area of research, including applicable research techniques. You’ll also gain deep knowledge of a service, platform, or domain, and identify product needs by sharing the latest industry trends and applied technologies. • You will review business requirements and incorporate research to meet business goals. You’ll provide strategic direction for the kinds of data used to solve problems and apply deep subject matter knowledge to support business impact. • You will participate in onboarding of junior team members and assist in developing academics to be members of multidiscipline teams. You’ll identify new research talent to join Microsoft and collaborate with the academic community to develop the recruiting pipeline. • You will document work in progress and experimentation results and share findings to promote innovation. You’ll also use your deep understanding of fairness and bias to contribute to ethics and privacy policies related to research processes and data collection.
• You will identify gaps and determine which state-of-the-art insights to incorporate into the research pipeline. You’ll support the development and implementation of new technologies and apply deep subject matter knowledge to support planning for research projects. • You will lead a collaborative research effort to advance a long-term research agenda through multiple projects yielding results in one or more subareas or a broad area of research. You will contribute to ethics and privacy policies and help develop technologies that uphold company values. • You will expand relationships with product or business group leaders inside or outside Microsoft and contribute to product or business group decisions at a strategic level. You’ll create a measurable impact on business and act as a major contributor to influential publications. • You will proactively mentor and coach junior team members and share expertise to build team capabilities. You’ll represent Microsoft externally to grow the network and help develop a capability strategy that serves long-term research objectives.
• Advise product teams by generating strategic frameworks and insights that guide the development of in-game and around game features for Wild Rift • Design and execute on surveys and player labs in Wild Rift’s prioritized markets that support decision making by authentically representing player needs • Conduct global qualitative research and provide actionable guidance for the games team in terms of trends, emerging risks, and opportunities • Provide strategic insights to test design assumptions and inform products in development • Leverage storytelling skills to expertly share your results with other Rioters, League of Legends leaders, and partner studios • Collaborate with analysts and data scientists to construct holistic, multi-modal analyses