LLM Machine Learning Engineer
TikTok
LLM Machine Learning Engineer
TikTok
Short-form video platform with ads
About the team Our Search Team is responsible for building and owning TikTok's search engine which provides our users the best search experience. On the TikTok Search Team, you’ll have the opportunity to build a full-stack search engine system and combine information retrieval technology with modern machine learning methods from related fields such as NLP, Computer Vision, Multimodal, and Recommender Systems. We embrace a culture of self-direction, intellectual curiosity, openness, and problem-solving. Job Responsibilities Be responsible for the iterative optimization of TikTok vertical or independent short drama app search quality and relevance algorithm directions. Based on multi-modal technology for content understanding, grasp the core characteristics of the photo-text or short drama genre, focus on optimizing relevance models, solve core pain points such as semantic alignment and cross-modal matching, break through technical bottlenecks, expand the contribution of vertical search to the search business, and create a high-quality vertical search experience that meets user needs. Core Responsibilities: 1. Multi-modal understanding: focus on solving core pain points such as semantic alignment and cross-modal matching deviation, and integrate the visual features, text semantics and other data. 2. Be responsible for the optimization of relevance and quality, and promote the experience improvement in vertical search distribution by combining LLM/VML technologies. 3. Engineering implementation and algorithm performance optimization: be responsible for the engineering implementation of vertical search algorithm models, complete the full-process optimization of model training, inference and deployment, and ensure the online stability of algorithms. 4. Track cutting-edge technology trends, carry out technical pre-research and innovative practices combined with search business scenarios, explore in-depth applications in semantic understanding and relevance matching, form technical precipitation, and improve the technical competitiveness of the team.
Minimum Qualifications 1. Bachelor's degree or above in a computer-related major, with excellent coding ability and proficient in programming languages such as C++/Python, and familiar with common data structures and programming algorithms. 2. Solid foundation in machine learning and coding ability, strong algorithm design and modeling capabilities, and familiar with at least one of machine learning, data mining, NLP, image processing, multi-modality, and large models. 3. Excellent ability to analyze and solve problems, passionate about solving challenging problems, with good initiative and curiosity, and good communication and collaboration skills. Preferred Qualification 1. Understanding of the characteristics of search business, in-depth understanding of image quality evaluation, content relevance judgment, and multi-modal content understanding; priority is given to candidates with experience in content search and recommendations.
About TikTok
TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and we also have offices in New York City, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.
Why Join Us
Inspiring creativity is at the core of TikTok's mission. Our innovative product is built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and bring joy - a mission we work towards every day.
We strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. Every challenge is an opportunity to learn and innovate as one team. We're resilient and embrace challenges as they come. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our company, and our users. When we create and grow together, the possibilities are limitless. Join us.
Diversity & Inclusion
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. 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.
TikTok is a short-form mobile video platform that lets people create, discover, and share quick videos. Users upload vertical clips, edit them with built-in tools, and browse a personalized feed powered by an algorithm that highlights relevant content. Advertisers can use in-feed ads, branded hashtags, and the Business Center to plan and measure campaigns, making it easy for brands to reach a global audience. Its goal is to inspire creativity and bring joy by helping people express themselves and by connecting brands with a wide audience.
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