Cientista de Dados Especialista Sênior
Tasks
- Build LTV models for retention upsell and revenue balance
- Build audience segmentation for conversion propensity
- Build data pipelines for model output consumption and updates
- Build market intelligence platform for evaluation and resource allocation
- Compute market share and share of voice metrics
- Create pricing scenario simulators and exploratory analysis
- Create reusable datasets and data science frameworks
- Develop dynamic inventory pricing models
- Develop lookalike audiences and propensity models
- Develop pricing models for CPC CPM and sponsored
- Measure behavioral response to media stimuli incremental attribution and uplift
- Model consumer profiles by frequency ticket preferences and price sensitivity
- Perform market basket analysis for cross sell substitution and purchase patterns
- Prototype analytical products using generative AI
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | APriori | Affinity Analysis | Apache Spark | Attribution Modeling | Auction theory | B testing | Basket analysis | Causal Inference | Clustering | Collaborative Filtering | Dashboards | Data Visualization | Databricks | Difference-in-differences | Econometrics | FP Growth | First price auction | GSP | LLM | Linear Programming | Lookalike audiences | Market Basket | Market Basket Analysis | Nonlinear Optimization | Optimization Algorithms | Propensity Modeling | Python | SQL | SciPy | Scikit-learn | Second price auction | StatsModels | Synthetic controls
Education
N/A
Roles
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