ByteDance is a company that inspires creativity and enriches life through its innovative products like TikTok. They are seeking a Machine Learning Engineer Graduate 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
Skills
- Master's or PhD degree in Computer Science, Engineering, Operations Research, or related fields
- Final year or recent graduate 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
- 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
Benefits
- We cover 100% premium coverage for employee medical insurance, approximately 75% premium coverage for dependents and offer a Health Savings Account(HSA) with a company match.
- Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life and AD&D insurance plans.
- Flexible Spending Account(FSA) Options like Health Care, Limited Purpose and Dependent Care.
- 10 paid holidays per year plus 17 days of Paid Personal Time Off(PPTO) (prorated upon hire and increased by tenure) and 10 paid sick days per year as well as 12 weeks of paid Parental leave and 8 weeks of paid Supplemental Disability.
- Mental and emotional health benefits through our EAP and Lyra.
- A 401K company match, gym and cellphone service reimbursements.
Company Overview
ByteDance is a technology company that develops content creation platforms and services. It was founded in 2012, and is headquartered in Beijing, Beijing, CHN, with a workforce of 10001+ employees. Its website is http://bytedance.com.Company H1B Sponsorship
ByteDance has a track record of offering H1B sponsorships, with 1350 in 2025, 1123 in 2024, 775 in 2023, 487 in 2022, 417 in 2021, 245 in 2020. Please note that this does not guarantee sponsorship for this specific role.
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