Data Scientist, Upstream Operations
Tasks
- Analyze production and sensor data
- Apply physical principles to improve models
- Build GenAI applications
- Communicate insights with stakeholders
- Deploy end to end AI ML pipelines
- Design AI/ML solutions
- Develop and deploy AI/ML models
- Govern and ensure explainability
- Implement MLOps CI CD practices
- Migrate and enhance upstream digital analytics
- Monitor model performance
Perks/Benefits
- Comprehensive medical, dental, vision
- Disability income replacement
- Employee Counseling Mental Health Support
- Leave programs
- Pension plan
- Savings plan matching
- Workplace flexibility
Skills/Tech-stack
Anomaly Detection | Azure | Azure Machine Learning | Azure OpenAI | CI/CD | Databricks | LIME | Langchain | MLOps | MLflow | Machine Learning | Optimization | PI Osisoft | Predictive Maintenance | Probability | Prompt engineering | PromptFlow | PyTorch | Python | RAG | SCADA | SHAP | Scikit-learn | Spark | Statistics | TensorFlow | Time Series
Education
Roles
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