小鹏汽车Research Intern (Audio)

As a Machine Learning (ML) Engineer, you will be entrusted with the critical role of innovating and applying state-of-the-art research in ML to tackle complex data problems. The solutions you develop will significantly impact future Apple products and the broader ML development ecosystem. You will work with a multidisciplinary team to actively participate in the data-model co-design and co-development practice. Your responsibilities will extend to the design and development of a comprehensive data curation framework. You will also create robust model evaluation pipelines, integral to the continuous improvement and assessment of ML models. Additionally, your role will entail an in-depth analysis of collected data to underscore its influence on model performance. Furthermore, you will have the opportunity to showcase your groundbreaking research work by publishing and presenting at premier academic venues. Your work may span a variety of topics, including but not limited to: * Designing and implementing semi-supervised, self-supervised representation learning techniques for maximizing the power of both limited labeled data and large-scale unlabeled data. * Developing evaluation protocols centered on the end-to-end user experience, with a focus on anticipating potential failure modes, edge cases, and anomalies. * Employing data selection techniques such as novelty detection, active learning, and core-set selection for diverse data types like images, 3D models, natural language, and audio. * Uncovering patterns in data, setting performance targets, and leveraging modern statistical and ML-based methods to model data distributions. This will aid in reducing redundancy and addressing out-of-distribution samples.

Amazon Lab126 is an inventive research and development company that designs and engineers high-profile consumer electronics. Lab126 began in 2004 as a subsidiary of Amazon.com, Inc., originally creating the best-selling Kindle family of products. Since then, we have produced creative devices like Fire tablets, Fire TV, Amazon Echo and Echo Dot. What will you help us create? Work hard. Have fun. Make history. The Role: We are looking for a passionate, talented and inventive Audio Algorithm Software Engineer to join our team. We are open to hire in Shenzhen. In this role, you will: • Engage with an experienced cross-disciplinary staff to conceive and design innovative consumer products • Work closely with an internal inter-disciplinary team, and outside partners to drive key aspects of product definition, execution and test • Be responsive, flexible and able to succeed within an open collaborative peer environment

1. 构建行业领先的具身智能原生多模态大模型、世界模型，具备应用于通用人形机器人乃至更多具身场景下的潜力 2. 打造技术影响力，引领国际行业发展

1、构建行业领先的世界模型，为具身场景提供生成式仿真能力。强化世界模型的长程时空记忆，物理属性模拟能力，实现可泛化、可落地、可scaling的世界模型，形成持续的技术影响力并引领国际行业发展。