Senior Machine Learning Engineer
4 weeks ago
TikTok is a leading platform for short-form mobile video, and our mission is to inspire creativity and bring joy. Our team focuses on developing cutting-edge Generative AI technologies across various modalities, including text, image, and video, to create industry-leading technical solutions that improve creative efficiency for advertisers, agencies, and creators.
Key Responsibilities
Develop automated creative generation across various modalities for advertising, including text, image, and video, and explore and apply LLM/SD 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.
Be self-motivated to come up with new solutions that can improve chat experience, model outputs, and explore new products with Generative AI at its core.
Requirements
Bachelor's degree or above, majoring 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 finetuning (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.
Strong perseverance and courage to help the business to a higher level.
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.
We are 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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