Senior Machine Learning Engineer - Machine Learning Infrastructure
FlipFull Time
Senior (5 to 8 years)
Candidates should possess a strong understanding of statistical models, related machine learning principles, and experience working on data mining related projects. Familiarity with machine learning, deep learning, and recommendation algorithms such as clustering and classification, with a deep understanding in at least one of them, is required. Candidates should have proficiency in at least one programming language, a grasp of basic data structures and algorithms, and preferably research experience demonstrated through academic publications. Experience with NLP techniques, including sentiment analysis, text summarization, and LLM fine-tuning, is also preferred. Familiarity with causal inference or optimization algorithms and big data experience, including distributed computation frameworks like Hadoop, Spark, and Hive, is highly desirable.
The Data Scientist Intern will research state-of-the-art machine learning algorithms using game data, assist in designing and improving core algorithms and strategies for online AI serving, and conduct in-depth statistical analysis of large-scale data to identify user behavior and attributes. They will build user portraits, perform sentiment analysis and topic modeling on user comments, identify user pain points, and propose strategies to improve user retention. The intern will also improve data analysis pipelines, combining business requirements and data, and research AI agents for upgrading existing workflows. Finally, they will contribute to the development of efficient and reliable data mining solutions and demonstrate strong logical thinking, communication, and business understanding within the context of game situations.
Internet platform for social, gaming, fintech
Tencent is a technology company that focuses on enhancing the daily lives of internet users and assisting businesses in their digital transformation. It operates in various sectors, including social networking, entertainment, fintech, and cloud computing. Tencent's main products include WeChat, a messaging and mobile payment app with over a billion users, and Tencent Games, which produces popular video games like Honor of Kings and PUBG Mobile. The company generates revenue through online advertising, subscription services, in-app purchases, mobile payments, and cloud services. Unlike many competitors, Tencent has a diverse business model that allows it to serve both individual users and enterprises effectively. The goal of Tencent is to enrich user experiences and support businesses in their digital journeys.