Senior Data Engineer
Tasks
- Apply statistical analysis to identify patterns in manufacturing data
- Build end to end data pipelines from sensor data and PLC logs
- Conduct code reviews and mentor junior scientists
- Deploy and monitor machine learning models in production
- Detect anomalies in manufacturing data
- Develop machine learning models for predictive maintenance
- Improve data collection protocols and sensor telemetry quality
- Optimize models for scalable production environments
- Translate manufacturing pain points into technical requirements
Perks/Benefits
- Adoption and surrogacy reimbursement
- Back-up child care
- Employee resource groups
- Fertility treatments support
- Flexible family care days
- Medical, dental & vision coverage
- Paid parental leave
- Paid time off
- Relocation assistance
- Tuition assistance
- Vehicle discount program
Skills/Tech-stack
BigQuery | CI/CD | Cloud platform | Computer Vision | Convolutional Neural Networks | Data Pipelines | Dataflow | Docker | Google Cloud | Google Cloud Platform | Kubernetes | LightGBM | MLOps | Machine Learning | Model Monitoring | Neural Networks | PyTorch | Python | SQL | Scikit-learn | Series analysis | TensorFlow | Time Series | Time Series Analysis | Transformers | Vertex AI | XGBoost
Education
Roles
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