Data Scientist - New Restaurants
Atlanta, GA, United States
USD 160K-190K (estimate) Senior-level Full Time
Tasks
- Apply predictive modeling forecasting classification clustering
- Build and validate models using feature engineering experimentation and evaluation
- Collaborate with data engineers on data quality and scalable implementation
- Communicate insights to technical and non-technical stakeholders
- Create reusable analytical frameworks code libraries and modeling workflows
- Define modeling approaches for complex problems
- Develop production ready analytical models
- Document models assumptions and results for reproducibility
- Explore and integrate diverse data sources
- Guide teams on modeling approaches and analytical methods
- Identify modeling risks bias drift and data limitations
- Support integration into data platforms and workflows
- Translate analytical findings into business recommendations
Perks/Benefits
Skills/Tech-stack
AWS | Apache Spark | Azure | Bias analysis | Classification | Cloud platform | Clustering | Data Drift | Data Quality | Data integration | Experimentation | Feature Engineering | Forecasting | Geospatial analysis | Google Cloud | Google Cloud Platform | Machine Learning | Model Evaluation | Network Modeling | Optimization | Predictive Analytics | PyTorch | Python | SQL | Statistical modeling | TensorFlow
Education
Roles
Data Scientist | Principal | Principal Data Scientist | Scientist
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