Engineering Manager

4 weeks ago

San Jose, United States ByteDance Full time

Founded 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 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.

**About the team**:
The Applied Machine Learning (AML) team serves as ByteDance's central AI organization. We conduct focused research and engineering, with the support of massive computation resources, to build and deploy state-of-the-art AI core technologies, including but not limited to LLM, recommendations, etc.

**Responsibilities**:
The mission of our AML team is to push the next-generation AI infrastructure and recommendation platform for the ads ranking, search ranking, and live & e-commerce ranking in our company. We also drive substantial impact on the core businesses of the company.
- Lead to design methods and tools to push forward the state of the art in LLM.
- Oversee the team to conduct experiments, including designing experimental details, writing reusable code, running evaluations, and organizing results.

Lead the team in creating tools to analyze bottlenecks and sources of instability, formulating and implementing effective solutions.
- Collaborate with product teams, offering comprehensive solutions tailored to their specific requirements.

1. Experience in leading an engineering team
2. Familiar with at least one of the mainstream deep learning frameworks, like TensorFlow, Pytroch or Jax; familiar with their underlying frameworks and implementation mechanisms.
3. Had experience of improving core recommendation algorithms in real products.
4. Good communication and technical leadership skills. Strong sense of responsibility and good at communication and teamwork
5. Passionate about solving complex and challenging problems

**Preferred Qualifications**:
1. Published papers at top conferences like ICML, NeurIPS, ICLR, RecSys, and KDD.
2. Familiar with the parallelization of sparse FTRL, FFM, and deep models on large-scale coefficient data.
3. Familiar with reinforcement learning or graph neural networks.

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.

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