Machine Learning Engineer - Marketplace Growth (TikTok Global E-commerce Supply Chain and Logistics)

TikTok is seeking a talented Machine Learning Engineer to join their E-Commerce Supply Chain and Logistics team. The role will focus on developing innovative machine learning solutions to enhance the client shopping experience, reduce operational costs, and improve decision-making. The team utilizes machine learning, operations research, data mining, and causal inference methods to optimize various aspects of the supply chain and logistics.

Requirements

• Master's or advanced degree in Computer Science, Data Science, Statistics, or a related field.
• 3+ years experience as a Machine Learning Engineer, Data Scientist, and experience in Deep Learning is preferred.
• Work experience in user growth, marketing algorithms, recommendation algorithms, advertisement algorithms or related fields is preferred.
• Proficient in using SQL + Python and experience with data manipulation and analysis libraries.
• Experience with TensorFlow or PyTorch is preferred.
• Experience with big data processing frameworks (e.g., Hadoop, Spark) and distributed computing.
• Solid understanding of machine/deep learning concepts and techniques.
• Strong analytical and problem-solving skills.

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 (prorated upon hire with increasing accruals by tenure)