Machine Learning Engineer Graduate (E-Commerce User Growth) - 2027 Start
Core
Build and optimize e-Commerce recommendation and marketing algorithms to drive user growth, engagement, and GMV on TikTok Mall.
Role type
Machine Learning Engineer (Graduate)
Builds
User growth engines, personalized messaging, recommendation systems, and intelligent marketing solutions for TikTok e-Commerce.
Domain
E-Commerce, Recommendation Systems, Marketing
Deliverable
production ML models
Required skills
C++, Python, Big Data tools (Hive SQL/Spark/MapReduce), Deep Learning frameworks (TensorFlow/Pytorch), algorithms and data structures (via careerplan.io/jobs/7694352871949682997-machine-learning-engineer-graduate-e-commerce-user-growth-2027-start-at-tiktok)
Preferred skills
LTV estimation, uplift modelling, operations research, sequence modelling, multi-scenario modelling optimization
Responsibilities
Optimize user value modelling, personalized messaging, and recommendations; Establish user lifecycle data and value systems; Implement solutions for personalized push notifications and recommendation handling; Optimize recall/sorting algorithms for new user recommendations; Improve intelligent marketing algorithms using uplift models and operations research.
