Software Engineer, Model Inference

About ByteDance Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok 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 Us Creation 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. Team Introduction The Speech team's mission is to empower content interaction and creation using speech & audio related technologies. The team focuses on cutting-edge R&D in areas like speech & audio, music processing, natural language understanding and multimodal deep learning. We are looking for top talents to work on these exciting technologies, integrate them into various products and ultimately bring joy to our global user base! Responsibilities We are seeking inventive and passionate talents to play a pivotal role in our ambitious generative AI projects, with a specific focus on enhancing user experience of all ByteDance-related products through innovative audio and music generation technologies. This position is not just about technical expertise; it's about crafting memorable, engaging experiences that resonate with billions of users worldwide. The ideal candidate will be at the forefront of AI/ML innovation, blending a deep understanding of deep learning technology with comprehensive engineering efforts of model inference. The major responsibilities include: - Responsible for the design and development of the architecture of large-scale AI systems, solving technical difficulties such as high concurrency, high reliability, and high scalability of the system. - Optimize speech & audio machine learning models for lower latency, targeting backend server deployment. - Develop core libraries in C/C++. - Work with researchers to land advanced technologies to ByteDance products. - Build automation frameworks and tools to ensure high engineering quality and efficiency.

Minimum Qualifications - Bachelor's or Master's degree in Computer Science, Engineering, or a related field. - At least 2 years of professional coding experience in C/C++ and solid software engineering background. - Proficient in data structure and algorithm design, and familiar with system performance tuning and Linux development environment; - Experience with standard deep learning frameworks, e.g. Pytorch and Tensorflow. - Understanding of basic deep learning algorithms. Preferred Qualifications: - Experience in one or more topics in performance optimization, such as quantization, SSE/AVX/NEON, Assembly and GPU optimization, is preferred. - Experience in one or more topics in speech-related technologies, such as audio features, audio encoder and decoder, is preferred; - Ability to work collaboratively in a fast paced, multi-functional environment. 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 enrich life. 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, please reach out to us at https://shorturl.at/cdpT2