Senior Data Engineer - Scheduling & Decisions Systems
Tasks
- Architect batch and streaming data pipelines
- Build feature stores for training and inference
- Build time series processing for forecasting
- Deploy forecasting and optimization models to production
- Develop patient clustering pipelines
- Document tools and provide support guides
- Implement reverse ETL for model outputs
- Ingest real time operational data
- Mentor junior engineers and data scientists
- Transform availability data for scheduling optimization
Perks/Benefits
Skills/Tech-stack
AWS Glue | AWS Kinesis | AWS Lambda | Apache Airflow | Azure Data | Azure Data Factory | Azure Synapse | Azure Synapse Analytics | Big Table | Cloud Dataflow | Clustering | Constraint Optimization | Dagster | Data Factory | Dimensional Modeling | Feature Engineering | Google BigQuery | Google Cloud | Google Cloud Dataflow | Linear Programming | Machine Learning | One Big Table | Optimization Algorithms | Prefect | Python | SQL | Series forecasting | Star Schema | Synapse Analytics | Time Series | Time Series Forecasting | Unsupervised Learning
Roles
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