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Machine Learning Graduate Start (PhD)
ByteDance
- United States
- United States
À propos
ByteDance is a company dedicated to inspiring creativity and enriching life through innovative products. They are seeking a Machine Learning Graduate to join their Governance and Experience Algorithm team, focusing on combating risks and violations in e-commerce using advanced AI technologies. The role involves identifying algorithms for risk management, optimizing large-scale brand libraries, and exploring reinforcement learning techniques.
Responsibilities : • Responsible for identifying algorithms for risk/violation/low-quality issues in e-commerce scenarios such as products, shopping cart short videos, and live streaming with products. • Responsible for mining and identifying algorithms to detect fraudulent behaviors and identify risky, violated, or low-quality merchants and creators. • Responsible for optimizing algorithms for large-scale brand libraries, products, and content deduplication/clustering. • Responsible for data construction, instruction fine-tuning, CoT, alignment, and other work for large models in the e-commerce domain, aiming for ultimate effect optimization in the e-commerce domain. • Responsible for exploring reinforcement learning and operational research algorithms in intelligent dispatching and intelligent audit scheduling to improve audit quality and efficiency.
Qualifications : Required : • Bachelors degree or above in computer science or related field • Solid coding skills, ability to develop in a Linux environment, proficient in Python, Go, or C++ • Solid foundation in data structures/algorithms, proficient in machine learning/deep learning theory, and rich practical experience • Familiar with 1-2 areas in natural language processing, computer vision, multimodal, graph algorithms, search algorithms, text/data mining, and LLM • Excellent analytical and problem-solving skills, passionate about challenging problems • Successful candidates must be able to commit to an onboarding date by end of year 2026 • Please state your availability and graduation date clearly in your resume
Preferred : • Good team spirit and strong communication skills • Experience in platform governance/audit/risk control/content security or overseas internet/e-commerce business
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.
Compétences linguistiques
- English
Avis aux utilisateurs
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