Senior Machine Learning Engineer - TikTok E-commerce Global Supply Chain and Logistics

TikTok is seeking a Senior Machine Learning Engineer to join the E-commerce Global Supply Chain and Logistics team. The team focuses on enhancing the shopping experience and reducing logistics costs through machine learning and operations research. The role involves building deep learning models for ETA prediction, developing logistics network knowledge graphs, analyzing spatio-temporal trajectory sequences, and optimizing supply chain operations.

Requirements

• Master's or PhD degree in Computer Science, Engineering, Operations Research or related fields.
• Strong in data structures and algorithms.
• Excellent problem-solving ability and programming skills.
• Experience in applied machine learning.
• Familiar with one or more algorithms such as Matrix Factorization, Factorization Machines, Word2vec, Logistic Regression, Gradient Boosting Trees, Deep Neural Networks etc.
• Experience with at least one of the Big Data tools (For eg. Hive sql/Spark/Mapreduce).
• Experience with at least one of the Deep Learning tools(For eg. Tensorflow/Pytorch).

Benefits

• Medical, dental, and vision insurance
• 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
• 17 days of Paid Personal Time