Role
Company
What you'll do:
- Collaborate with product design and engineering teams to develop an understanding of needs.
- Research and devise innovative statistical models for data analysis and communicate findings to all stakeholders
- Enable smarter business processes by using analytics for meaningful insights
- Keep current with technical and industry developments
- Execute analytical experiments to help solve problems across various domains and industries
- Analyse data for trends and patterns, and interpret data with clear objectives in mind
- Implement analytical models in production by collaborating with software developers and machine-learning engineers
What makes you a great fit:
- Understanding of probability theory, distributions and statistical inference
- Regression analysis (linear, non-linear, multivariate)
- Time series analysis / forecasting
- Experience in Bayesian statistics, Hypothesis testing, Experimental design
- Understanding of overfitting, underfitting, and regularization techniques
- Supervised learning algorithms
- Unsupervised learning (clustering, dimensionality reduction)
- Feature engineering and selection
- Model evaluation and validation techniques
- Proficiency in Python or R and SQL for database querying
- Understanding of causal inference
- Understanding of adstock, decay, and saturation concepts
- Cloud computing platforms (e.g., AWS, GCP)
Lifesight is a leading customer intelligence platform that helps brands and enterprises leverage identity resolution and data enrichment to power their customer data strategies like never before. Our industry-leading solution enables the transformation of customer data into actionable insights that help drive business decisions, optimize marketing spend, and improve customer experiences. Our platform is powered by our LifeID customer graph technology, which leverages privacy-compliant 2nd & 3rd party data sets to build billions of consumer profiles globally using AI, so brands and enterprises can easily identify, engage and measure new and existing customers.
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