Growth Data Scientist (Statistical modeling)
Crypto.com
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See open jobs at Crypto.com.See open jobs similar to "Growth Data Scientist (Statistical modeling)" Blockchain Association.Responsibilities
- Apply expertise in statistical modeling, causal inference, and Bayesian methods to analyze large-scale and complex datasets, uncovering valuable insights and patterns.
- Design and implement experiments, including A/B tests, to measure the impact of different strategies, initiatives, and product changes on user behavior and business outcomes.
- Develop predictive models and machine learning algorithms to identify key drivers of user behavior, optimize acquisition and retention strategies, and inform decision-making.
- Build media mix models to evaluate the effectiveness of various marketing channels and allocate budgets for optimal performance.
- Forecast customer lifetime value to support marketing strategies, customer segmentation, and retention initiatives.
- Utilize advanced statistical techniques, such as causal models, to understand the impact of different variables on user behavior and inform growth strategies.
- Effectively communicate complex findings and insights to both technical and non-technical stakeholders through clear visualizations, reports, and presentations.
- Stay up-to-date with the latest advancements in statistical modeling, machine learning, causal inference techniques, and digital marketing analytics, applying them to drive continuous improvement in our growth initiatives.
Requirments
- 1-3 years of experience in a related role with a deep understanding of causal inference methodologies and Bayesian modeling.
- Bachelor’s degree in Statistics, Economics, or a related quantitative field.
- Proven experience or knowledge in concepts such as media mix modeling, customer lifetime value forecasting, A/B testing, and causal models.
- Proficiency in programming languages such as Python or R for data manipulation, analysis, and modeling.
- Experience working with large-scale datasets, data visualization tools, and SQL databases.
- Solid understanding of experimental design and A/B testing methodologies.
- Excellent problem-solving skills and the ability to work both independently and collaboratively in a team environment.
- Strong communication skills with the ability to convey complex concepts to both technical and non-technical stakeholders.
- Experience in the growth or marketing analytics domain is highly preferred.
This job is no longer accepting applications
See open jobs at Crypto.com.See open jobs similar to "Growth Data Scientist (Statistical modeling)" Blockchain Association.