Senior Machine Learning Engineer - Intelligent Foundations and Experiences (IFX)
Tasks
- Apply responsible and explainable AI best practices
- Automate tests and deployment for ML
- Build cloud based architectures for ML at scale
- Construct data pipelines for ML models
- Design build and deliver ML models for business problems
- Ensure high availability and performance of ML applications
- Govern ML models for risk
- Inform ML infrastructure decisions
- Manage code and reduce vulnerabilities
- Retrain, maintain, and monitor models in production
- Train tune and validate ML models
- Write test and deploy ML application code
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Azure | Bias Variance | Cloud Computing | Cloud platform | Continuous Deployment | Continuous integration | Dask | Data Pipelines | Dimensionality Reduction | Distributed Computing | Feature Selection | Google Cloud | Google Cloud Platform | Hyperparameter Tuning | Java | Machine Learning | Model Monitoring | Model Validation | PyTorch | Python | Scala | Scikit-learn | Spark | TensorFlow | Test automation
Education
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