Job Summary:
ByteDance is a tech company known for its innovative products, including TikTok. They are seeking a Graduate Machine Learning Engineer to join their E-Commerce Risk Control Team, focusing on developing machine learning algorithms to manage business risks in TikTok's products and platforms.
Responsibilities:
• Develop and implement innovative machine learning algorithms to manage business risks in TikTok's products and platforms.
• Prototype and explore novel solutions, conduct experiments to validate hypotheses, and provide insights to Product and Tech teams.
• Collaborate with multidisciplinary teams to enhance current automation processes.
• Build efficient data querying infrastructure for real-time and offline analysis. Identify opportunities to strengthen risk defense solutions.
• Define risk control metrics and promote data-driven practices. Align teams and stakeholders on numeric goals for risk control.
• Document technical processes and effectively communicate results through writing, visualizations, and presentations.
Qualifications:
Required:
• Bachelor's degree or above in Computer Science, Engineering, Operations Research, or related fields
• Final year with a background in Computer Science, Computer Engineering, or a related technical discipline
• Proficiency in modern machine learning theories and applications, including ensemble trees, deep neural networks, transfer/multi-task learning, reinforcement learning, graph theory, and unsupervised learning
• Experience with Python, SQL/Hive, and Hadoop
• Strong understanding of data structures and algorithms, with excellent problem-solving ability
• Detail oriented, effective time management, and strong analytical skills
Preferred:
• Demonstrated software engineering experience from previous internship, work experience, coding competitions, or publications
• Internship experience or research experience, especially in e-commerce, risk control domain
• Curiosity towards new technologies and entrepreneurship
• High levels of creativity and quick problem-solving capabilities
Company:
ByteDance is a technology company that develops content creation platforms and services. Founded in 2012, the company is headquartered in Beijing, CHN, with a team of 10001+ employees. The company is currently Late Stage.