Machine Learning Engineer Graduate (E-Commerce Knowledge Graph - CV/Multimodal/NLP) Start (BS/MS)ByteDance • United States
Machine Learning Engineer Graduate (E-Commerce Knowledge Graph - CV/Multimodal/NLP) Start (BS/MS)
ByteDance
- United States
- United States
À propos
ByteDance is a leading technology company that inspires creativity and enriches life through its innovative products. The Knowledge Graph team is seeking a Machine Learning Engineer Graduate to develop knowledge graphs for e-commerce, contributing to product categorization and recommendations.
Responsibilities : • Dive deep into the construction and development of vast knowledge graphs that encapsulate real-world products, aiding in feed ranking, recommendations, and ads. • Collaborate closely with our dedicated product managers, astute data scientists, and the strategic product & operation team to craft forward-thinking product strategies and features. • Craft intricate knowledge graphs, encompassing areas like product/content insights and category/brand/SPU development. • Architect knowledge maps detailing buyer and product connections.
Qualifications : Required : • Bachelors degree or above final year with a background in Software Development, Computer Science, Computer Engineering, or a related technical discipline; • Passion or exposure to areas like machine learning, NLP (Natural Language Processing), multimodal systems, and computer vision. • Familiarity with or coursework related to programming languages like C++, Python, Go, or Java. • Strong teamwork and communication skills. Any hands-on experience or group projects in relevant technical scenarios will be a plus! • As a condition of employment, all successful candidates must be able to establish authorization to work in the United States. For this position, the Company does not provide sponsorship or any immigration-related benefits.
Preferred : • Familiarity with deep learning frameworks like TensorFlow/PyTorch. • Coursework or projects related to text classification, text matching, sequence labeling, and knowledge graphs. • Knowledge of domain adaptation, text mining, and unsupervised/semi-supervised methodologies. • Experience with machine learning and deep learning algorithms, and text representation methods. • Exposure to large-scale text data processing or tools like Hadoop/Spark/Hive/Flink.
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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