Data Scientist, Upstream Development
Tasks
- Apply data quality explainability and governance best practices
- Build physics informed machine learning and production optimization solutions
- Collaborate to translate business problems into mathematical frameworks
- Develop generative AI applications
- Ensure production readiness with MLOps practices
- Implement time series optimization and commercial analytics models
- Lead AI ML solution design development deployment monitoring
- Mentor peers and contribute to internal AI capability building
- Monitor models and optimize costs
- Scope model evaluation deployment and monitoring
- Use CI CD and MLflow for model deployment
- Use explainable AI techniques
Perks/Benefits
- Comprehensive medical/dental/vision plans
- Disability plan
- Employee health advisory program
- Pension plan
- Savings plan
- Workplace flexibility
Skills/Tech-stack
Agile | Apache Spark | Azure | Azure Machine Learning | Azure OpenAI | CI/CD | Data Quality | Databricks | Explainable AI | GenAI | Hybrid search | Knowledge graphs | LIME | Langchain | MLOps | MLflow | Machine Learning | Model Governance | Model Monitoring | Optimization | Probability | Prompt engineering | PromptFlow | PyTorch | Python | Retrieval-Augmented Generation | SHAP | Scikit-learn | Semantic Search | Series forecasting | Statistics | TensorFlow | Time Series | Time Series Forecasting
Education
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