We are currently seeking an experienced professional with a strong background in data science and machine learning to join our team. As a Data Scientist for our streaming platform, you will be responsible for developing and optimizing our recommendation systems to enhance user experience and platform revenue.
Key Responsibilities:
-Design, implement, and maintain recommendation systems for our streaming platform by analyzing large volumes of user behavior and content data to provide personalized recommendations.
-Collaborate with the product team to understand business requirements and optimize recommendation systems to achieve platform goals.
-Continuously monitor and evaluate the performance of recommendation models, making necessary adjustments and improvements.
-Participate in data cleaning, feature engineering, and model training to build efficient and accurate recommendation models.
-Work with the engineering team to deploy developed models into production environments and address related issues.
-Responsible for monitoring and managing data quality to ensure the stability and reliability of models.
-Share best practices, technological innovations, and industry trends with other team members.
Qualifications:
-Proficient in using Python or other statistical analysis tools, with extensive experience in data processing and analysis.
-Knowledge of machine learning and deep learning concepts, familiarity with common machine learning algorithms and frameworks.
-Strong analytical and modeling skills, capable of solving complex problems and proposing effective solutions.
-Excellent communication and teamwork skills, able to collaborate with team members from diverse backgrounds to drive project progress.
-A certain level of understanding and interest in the B2C industry, capable of comprehending user behavior and platform operation-related issues.
-Academic background in relevant fields such as computer science, mathematics, statistics, etc.
-Preferred Qualifications: Familiarity with Tableau, experience with BigQuery ML, and proficiency in SQL are a plus.