Internship - Foundational Research Scientist
斯穆尔自2008年以来一直在使命,通过音乐汇集世界。音乐不仅仅是听...它就创造,分享,发现,参与和与人们联系而言。随着每月数百万活跃用户每天创建超过2000万首歌,Smule 正在通过制作音乐的快乐来连接世界各地的人们,并将音乐景观从被动倾听到协作创造性表达和积极参与的东西转变为全球之旅。关于角色:我们寻找一个研究科学家加入史穆尔的基础研究团队。在这个角色中,你将追求长远的研究问题,以推进序列建模,生成模型和表示学习的最新技术,特别关注与音频和音乐相关的架构和方法。你将设计和执行严格的实验,在顶级场所发表,并贡献塑造 Smule 的研究议程方向的新想法。理想候选人是非常好奇,对开放式探索感到舒服,并且受到科学贡献的激励。我们强烈鼓励非传统 ML 背景的候选人申请。如果你进入机器学习研究的道路是通过物理,数学,信号处理,音乐技术,神经科学或其他领域,我们希望听到你的话。你将做什么:· 识别,扩展和领导独立的研究项目,这些项目推进了当前理解的边界,例如高效序列建模,生成音频,表示学习和优化。·设计实验,使用严格控制,废除研究和统计分析来验证假设。· 在顶级场所 (NeurIPS,ICML,ICLR,Interspeech,ISMIR 或相等)发表研究成果,并通过开源文物和谈话为更广泛的研究社区做出贡献。·与应用研究和工程团队合作将基础知识转化为 Smule 产品的实际改进。·保持最新文学信息,合成相关工作,确定团队高杆性的研究方向。·指导年轻研究人员和实习生,培养智力严谨和创造性探索文化。我们正在寻找什么:·计算机科学,软件工程,电气工程或相关技术学科学位 (BS,MS 或博士学位),或者目前正在追求某种专业。·强的公众
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Smule has been on a mission to bring the world together through music since 2008. Music is much more than listening… it's about creating, sharing, discovering, participating, and connecting with people. With dozens of millions of monthly active users creating over 20 million songs every day, Smule is connecting people all over the world through the joy of making music and transforming the music landscape from one of passive listening to collaborative creative expression and active engagement.
About the Role:
We are looking for a Research Scientist to join Smule's Foundational Research team. In this role you will pursue long-horizon research questions that advance the state of the art in sequence modeling, generative modeling, and representation learning, with a particular focus on architectures and methods relevant to audio and music. You will design and execute rigorous experiments, publish at top venues, and contribute novel ideas that shape the direction of Smule's research agenda. The ideal candidate is deeply curious, comfortable with open-ended exploration, and motivated by scientific contribution.
We strongly encourage candidates with non-traditional ML backgrounds to apply. If your path into machine learning research came through physics, mathematics, signal processing, music technology, neuroscience, or another field, we want to hear from you.
What You'll Be Doing:
- Identify, scope, and lead independent research projects that push the boundaries of current understanding in areas such as efficient sequence modeling, generative audio, representation learning, and optimization.
- Design experiments with rigorous controls, ablation studies, and statistical analysis to validate hypotheses.
- Publish findings at top-tier venues (NeurIPS, ICML, ICLR, Interspeech, ISMIR, or equivalent) and contribute to the broader research community through open-source artifacts and talks.
- Collaborate with applied research and engineering teams to translate foundational insights into practical improvements for Smule's products.
- Stay current with the latest literature, synthesize relevant work, and identify high-leverage research directions for the team.
- Mentor junior researchers and interns, fostering a culture of intellectual rigor and creative exploration.
What We're Looking For:
- Degree (B.S., M.S., or Ph.D.) in Computer Science, Software Engineering, Electrical Engineering, or a related technical discipline, or currently pursuing one.
- Strong publication record at top ML/AI venues demonstrating original contributions.
- Deep expertise in at least one core area: sequence modeling, generative models, optimization, probabilistic methods, or representation learning.
- Proficiency in Python and modern deep learning frameworks (PyTorch preferred).
- Excellent written and verbal communication skills; ability to present complex ideas clearly to diverse audiences.
- Demonstrated ability to independently scope, execute, and communicate a research project from idea to publication.
Bonus Points For:
- Experience with audio, speech, or music signal processing and modeling.
- Familiarity with linear attention mechanisms, state-space models, or efficient transformer variants.
- Experience with large-scale distributed training and high-performance computing.
- Track record of successful cross-functional collaboration with engineering teams.
Smule is an Equal Opportunity Employer and considers all qualified applicants without regard to race, color, religion, sex, gender identity or expression, sexual orientation, national origin, ancestry, age, disability, medical condition, genetic information, marital status, military or veteran status, or any other protected characteristic under federal, state, or local law.
We are committed to creating an inclusive environment for all employees and applicants. If you require a reasonable accommodation during the application or interview process, please let us know.
Originally posted on Himalayas