Senior Staff Engineer, Data Science
Tasks
- Build classification and regression models
- Build recommendation systems
- Define data ingestion architecture
- Deploy machine learning models
- Design end to end data and model systems
- Develop natural language processing solutions
- Develop optimization workflows
- Develop statistical modeling solutions
- Develop unsupervised models
- Implement data analysis and visualization
- Implement forecasting models
- Ingest data and build training pipelines
- Lead UAT and production rollouts
- Mentor team members on data science
- Package and deploy models
- Perform prompt engineering and RAG
- Run proof of concepts to validate technologies
- Troubleshoot complex bugs and system issues
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Azure | Classification | Cloud platform | Data Analysis | Data Visualization | Forecasting | Generative AI | Google Cloud | Google Cloud Platform | Language Processing | Machine Learning | Model Deployment | Model Packaging | Natural Language | Natural Language Processing | Probability | Prompt engineering | Python | R | Recommendation Systems | Regression | Retrieval-Augmented Generation | SQL | Scikit-learn | Statistics | Unsupervised Learning
Education
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