Senior Data Scientist
Tasks
- Build and maintain Airflow DAGs
- Collaborate with software teams on data sources
- Collaborate with stakeholders to integrate models into production applications
- Create dashboards alerts and documentation
- Deploy machine learning models into production
- Develop train tune and operate Temporal Fusion Transformer models
- Diagnose data quality and model performance issues
- Establish tracking for model experiments and deployments
- Implement and maintain data pipelines
- Monitor and report on data pipeline health and forecast accuracy
- Own time series forecasting model lifecycle
- Provide technical guidance and coaching
Perks/Benefits
- Comprehensive benefits
- Conference opportunities
- Continuous learning
- Health and wellness reimbursements
- Paid vacation and sick days
- Professional development
- Wellness reimbursements
- Work-life balance
Skills/Tech-stack
APIs | AWS | AWS Lambda | AWS SageMaker | Airflow | Amazon S3 | Apache Flink | Apache Spark | ClickHouse | Data Pipelines | Data Quality | Distributed Computing | Docker | Feature Engineering | Google Vertex | Google Vertex AI | InfluxDB | Infrastructure as Code | Kubeflow | MLOps | MLOps model versioning | MLOps pipelines | Machine Learning | Model Deployment | Model Monitoring | Model Training | Model Validation | Model retraining | Model versioning | PostgreSQL | Pulumi | Python | Relational databases | Series forecasting | Temporal Fusion | Temporal-Fusion Transformer | Terraform | Time Series | Time Series Forecasting | TimescaleDB | Vertex AI | “as-code”
Education
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