Machine Learning Architect

3 days ago


San Jose, California, United States Tik Tok Full time
Senior Machine Learning Engineer at TikTok

TikTok is the world's leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy to users worldwide. As a Senior Machine Learning Engineer, you will play a crucial role in developing cutting-edge Generative AI technologies across all modalities, including text, image, videos, and landing pages.

As part of our Monetization Technology team, you will collaborate with foundational model researchers to develop and maintain efficient data pipelines, design and implement robust systems for data curation and management in distributed environments, and implement data insights and model evaluation pipelines to enhance user engagement and drive revenue growth. You will also develop caching mechanisms to improve data retrieval speeds and enhance model responsiveness.

This role requires expertise in Python, PyTorch, FSDP/DeepSpeed, asyncio, Linux, Docker, Kubernetes, data curation, management, and optimization within Generative AI ecosystems. Additionally, you should have experience with parallel data processing techniques and proficiency with large language models, text-to-image, and text-to-video technologies.

Key Skills:
  • Expertise in Python and deep learning frameworks like PyTorch.
  • Experience with large model training libraries like FSDP/DeepSpeed and asyncio.
  • Proficiency in data engineering and AI/ML knowledge.
  • Strong understanding of cloud computing and distributed systems.

The estimated annual salary for this position is approximately $240,000-$280,000, depending on location and qualifications. If you're passionate about technology and eager to grow your skills, we encourage you to apply.

Benefits and Requirements

TikTok offers a dynamic work environment, opportunities for professional growth, and a competitive salary range of $220,000-$260,000 annually, depending on location and qualifications. Our company values diversity, equity, and inclusion, and we strive to create an inclusive space where employees can thrive. To achieve this goal, we provide resources and support for employees to develop their skills, connect with colleagues, and contribute to our mission of inspiring creativity and bringing joy.

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