Machine learning scientist

ResponsibilitiesFounded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.Why Join UsCreation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible.Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity;to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together.That's how we drive impact - for ourselves, our company, and the users we serve. Join us. The AI for Science team has been focusing on tackling challenges in natural sciences, including biology, physics, and materials, with computational tools such as Machine Learning, Computational Chemistry, High-throughput Computation.Our goal is to create breakthroughs in natural science with new methodology and help the world. One of our goals is to revolutionize biological science through the development of large-scale foundational models that can be applied to a wide range of biological systems and tasks.To achieve this, we seek to discover model architectures that are both general and scalable in terms of data and parameter size.We are looking for talented individuals to join our team in 2025. As a graduate, you will get unparalleled opportunities for you to kickstart your career, pursue bold ideas and explore limitless growth opportunities.Co-create a future driven by your inspiration with Bytedance. Successful candidates must be able to commit to an onboarding date by end of year 2025.We will prioritize candidates who are able to commit to these start dates. Please state your availability and graduation date clearly in your resume.The application limit is applicable to Bytedance and its affiliates' jobs globally. Responsibilities : - Collaborate closely with team members from diverse fields to deeply understand the data and the context of biological challenges, ensuring that test metrics are aligned with real-world applications.• Utilize innovative and critical thinking, actively implement your ideas in biological tasks such as complex structure generation, molecular design, and develop unified multimodal models that integrate sequence, graph, structure, function, and properties.• Stay updated on recent advancements and actively discuss and share insights with team members.QualificationsMinimum Qualifications : 1.PhD with publications in top-tier ML conferences or related journals, possessing research experience in NLP, CV, RL, generative models, or computational biology.2. Highly proficient in Python and PyTorch, with extensive experience in driving projects from concept to implementation.3. Comfortable with learning new methods and capable of working effectively in rapidly changing environments.4. Demonstrates excellent problem-solving skills, a creative mindset, and a passion for tackling challenging problems.Bytedance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives.Our platform connects people from across the globe and so does our workplace. At Bytedance, our mission is to inspire creativity and bring joy.To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach.We are passionate about this and hope you are too. ByteDance Inc. is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws.If you need assistance or a reasonable accommodation,Last updated : 2024-10-01