Senior Machine Learning Engineer
4 weeks ago
About the Role:
We are seeking a highly skilled Senior Machine Learning Engineer to join our Generative AI team under Monetization Technology. As a key member of our team, you will be responsible for developing cutting-edge Generative AI technologies across various modalities, including text, image, and video. Your expertise will help us create industry-leading technical solutions to improve creative efficiency for advertisers, agencies, and creators.
Responsibilities:
* Develop automated creative generation across various modalities for advertising, including text, image, and video.
* Explore and apply Large Language Models (LLMs) and Sequence-to-Sequence (Seq2Seq) models for high-quality content creation.
* Develop next-generation conversational assistants on top of LLMs to enhance user intention and context understanding and complex task completion capabilities.
Requirements:
* Bachelor's degree or above in Computer Science or related fields.
* 7+ years of relevant development experience and demonstrated knowledge of machine learning technology (RecSys/NLP/CV).
* Experience in utilizing Generative AI technology in marketing texts, images, and videos, familiar with LLMs and model fine-tuning (instruct tuning, SFT, RLHF, etc.).
* Passion for new technologies and proven capability in analysis and problem-solving.
* Good team player, communication skills, and project management experience is preferred.
About Us:
TikTok 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 TikTok, our mission is to inspire creativity and bring joy. We are passionate about this and hope you are too.
Equal Employment Opportunity:
TikTok 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.
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