Staff Data Scientist
Tasks
- Analyze broadband telemetry data
- Build network health scoring models
- Build scalable machine learning pipelines
- Communicate insights to stakeholders
- Conduct change point detection
- Create subscriber quality of experience analytics
- Deploy machine learning models
- Design experiments for analytics impact
- Develop machine learning models
- Engineer features
- Evaluate business impact
- Evaluate operational impact
- Manage model lifecycle including versioning
- Monitor model performance in production
- Perform exploratory data analysis
- Perform time series modeling
- Preprocess data for production pipelines
- Translate business problems into data science solutions
- Validate machine learning models
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | CI/CD | Change point detection | Classification | Clustering | Data Analysis | Data Preprocessing | Dimensionality Reduction | Exploratory Data Analysis | Feature Engineering | MLOps | Machine Learning | Machine Learning Pipelines | Model Evaluation | Model Monitoring | NumPy | Pandas | Probabilistic Modeling | Python | Real Time | Real-time analytics | Regression | SQL | SciPy | Scikit-learn | Series forecasting | Streaming Data | Time Series | Time Series Forecasting
Education
Roles
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