Machine Learning Engineer Graduate (E-Commerce Knowledge Graph) - 2027 Start

TikTok is a short-form mobile video platform focused on inspiring creativity and bringing joy. The Machine Learning Engineer Graduate will build and develop large-scale e-commerce knowledge graphs to support feed ranking, recommendations, and advertising, while collaborating with product managers, data scientists, and product operations teams on product strategies and features.

What you'll do:

• 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

What they're looking for:

• Individuals who are completing or have recently completed a Bachelor's degree in Software Development, Computer Science, Computer Engineering or a related 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
• Individuals who are completing or have recently completed a Master's degree in Software Development, Computer Science, Computer Engineering or a related discipline
• 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
• Any hands-on experience or group projects in relevant technical scenarios

Benefits:

• Additional discretionary bonuses/incentives
• Restricted stock units
• Day one access to medical, dental, and vision insurance
• A 401(k) savings plan with company match
• Paid parental leave
• Short-term and long-term disability coverage
• Life insurance
• Wellbeing benefits
• 10 paid holidays per year
• 10 paid sick days per year