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.

Job Description: Sales & MKT Intern (Turkey) Location: Istanbul, Anatolian Side Type: Internship - Full time Brand Portfolio: Anker, Soundcore, eufy About Anker Innovations Anker Innovations is a leading consumer electronics company with over 10 years of experience. As a publicly traded company in China, we are highly recognized in North America, Japan, and Western Europe, including the UK, Germany, and Austria. We are best known for Anker, the world's #1 mobile charging brand. In recent years, we have expanded our portfolio with successful brands such as Soundcore (premium audio) and eufy Clean (robotic vacuums and home appliances). Anker Innovations (stock code: 300866) is one of China's largest global smart hardware brands by revenue, and we are committed to building world-renowned consumer electronics brands with cutting-edge technology at the core. With more than 100 million loyal users across 100+ countries, our products are trusted globally. Key Responsibilities Support marketing campaigns and promotional activities in the Turkish market Assist in market research and competitor analysis across Turkey and the broader region Coordinate with local retail partners and e-commerce platforms (e.g., Trendyol, Hepsiburada) to maintain strong relationships Support the sales team with data analysis, reporting, and administrative tasks Help manage local social media channels and adapt content for Turkish-speaking audiences Assist in organizing promotional events and product launches in the Istanbul market Provide customer insights and feedback to improve local marketing strategies Support e-commerce operations and online marketing initiatives targeting Turkish consumers

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 Internal job description Basic qualifications 5+ years of non-internship professional software development experience 5+ years of programming with at least one software programming language experience 5+ years of leading design or architecture (design patterns, reliability and scaling) of new and existing systems experience Experience as a mentor, tech lead or leading an engineering team 3+ years of experience working with development partners such as ODM (Original Design Manufacturing )and CM (contract manufacturing) and familiar with consumer device production line process. 3+ years of programming experience with at least one modern language such as Java, C++, or C# including object-oriented design 2+ years of experience contributing to the architecture and design (architecture, design patterns, reliability and scaling) of new and current systems 4+ years of professional software development experience Bachelor’s degree in Computer Science, Electrical Engineering or related field, or 1+ years of relevant work experience 4+ years of professional experience in software development building production software systems 4+ years of demonstrated experience applying Computer Science fundamentals in object-oriented design, data structures, algorithm design, problem solving, and complexity analysis Understanding of Digital Signal Processing fundamentals Experience in C, C++, Python and Matlab Preferred qualifications 5+ years of full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations experience Bachelor's degree in computer science or equivalent Experience in developing signal processing algorithm for realtime application Audio and Speech processing domain knowledge A proven track record of seeking out and resolving system performance issues involving memory, storage, and CPU Excellence in technical communication with peers, partners, and non-technical cohorts Development experience in Android or Linux. Knowledge of professional software engineering practices & best practices for the full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations Ability to take a project from scoping requirements through actual launch of the project. Experience in development and implementation of ML models such as DNN

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