Responsibilities
- Optimize TikTok e-commerce growth and marketing algorithms, including user value modeling, personalized messaging, recommendations, and intelligent marketing.
- Establish user lifecycle data and value systems for TikTok Mall user-growth challenges.
- Implement product and technical solutions for user-growth engines, including personalized push notifications, emails, and recommendation handling.
- Improve recall and ranking algorithms for new-user recommendations, including relevance, traffic-source handling, and diversity.
- Optimize intelligent marketing algorithms using uplift models and operations research to improve marketing efficiency and e-commerce GMV growth.
Requirements
- Bachelor’s degree or higher in Computer Science, Computer Engineering, Mathematics, or a related technical discipline.
- At least three years of relevant experience in user growth or intelligent marketing.
- Experience with C++ and Python.
- Experience with at least one big-data tool, such as Hive SQL, Spark, or MapReduce.
- Experience with at least one deep-learning tool, such as TensorFlow or PyTorch.
- Strong foundation in algorithms and data structures with excellent coding skills.
- Strong learning ability, curiosity, communication, and teamwork skills.
- Preferred qualifications include recommendation-systems, advertising, user-growth, intelligent-marketing, LTV estimation, uplift modeling, operations research, sequence modeling, or multi-scenario modeling optimization experience.
- Published papers in top AI conferences or journals, or notable results in ACM or machine-learning competitions, are preferred.
Tech Stack
Categories
About ByteDance
ByteDance is a global incubator of platforms at the cutting edge of commerce, content, entertainment and enterprise services - over 2.5bn people interact with ByteDance products including TikTok. Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. We are committed to building a safe, healthy and positive online environment for all our users. We have over 110,000 employees based in more than 30 countries globally. Join us.