
Diversified Large Language Model Developer
7 days ago
We are seeking a highly skilled Large Language Model Algorithm Engineer to join our team. The ideal candidate will have a strong background in computer science, artificial intelligence, or related fields, with experience in machine learning and deep learning.
The successful candidate will be responsible for developing large model technologies for diverse search scenarios, including pre-training strategies and efficient reinforcement learning from human feedback. They will also utilize multimodal large language models for visual representation learning and video understanding, strengthening search retrieval capabilities.
To succeed in this role, you will need excellent analytical and problem-solving abilities, as well as strong programming skills and fundamental algorithm and data structure knowledge. Proficiency in Linux development environment and C++ and Python programming languages is also essential.
We offer a dynamic and innovative work environment where you can collaborate with top global talents to explore cutting-edge applications in search technology. Our team provides a solid foundation for technological development, leveraging TikTok's vast data resources and powerful computing capabilities.
Responsibilities- Develop LLM technologies for diverse search scenarios, including pre-training strategies and efficient RLHF
- Utilize MLLMs for visual representation learning and video understanding, strengthening search retrieval capabilities
- Design personalized ranking algorithms that understand user intent and deliver tailored search results
- Build reliable, low-latency online search services with large-scale data to ensure stability and superior user experience
- Final year or recent graduate with a background in computer science, artificial intelligence, or related fields
- Strong foundation in machine learning and deep learning, with experience in NLP, CV, or ML
- Solid programming skills and fundamental algorithm & data structure knowledge
- Excellent analytical and problem-solving abilities
- Proficient in Linux development environment and skilled in C++ and Python
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