Binance Accelerator Program - Data Scientist (User Growth)
Core
Design algorithm strategies for user growth, build user lifecycle models, and implement A/B testing to drive precision operations and business growth in a digital asset ecosystem.
Role type
Early Career Data Scientist (User Growth)
Builds
User growth strategies, lifecycle models, and growth experiments for a global cryptocurrency exchange.
Domain
Cryptocurrency / Digital Assets / Fintech
Deliverable
production ML models | product features
Required skills
Machine learning, Python, SQL, data analysis, A/B testing design, user segmentation, causal inference, model evaluation
Preferred skills
Recommender systems, reinforcement learning, operations research/optimization, Uplift Modeling, Multi-Armed Bandit, large-scale data processing frameworks
Technologies
Python, NumPy, Pandas, Scikit-learn, SQL, Spark, Flink
Responsibilities
Design and develop algorithm strategies for user growth including user segmentation and incentive optimization; Build user lifecycle models (LTV prediction, churn warning, conversion prediction); Design and implement A/B testing experiments; Explore user characteristics and behavioral patterns using ML and causal inference; Collaborate with product, operations, and engineering teams to translate capabilities into business outcomes
Seniority
Intern (Early Career)