Lead Machine Learning Engineer (Manager IC)
Tasks
- Apply responsible and explainable AI best practices
- Automate tests and deployment
- Build cloud-based ML architectures
- Collaborate on agile software development
- Construct optimized data pipelines
- Design build deliver ML models
- Develop validate ML models
- Ensure code governance and security
- Inform ML infrastructure decisions
- Leverage continuous integration and continuous deployment
- Retrain, maintain, and monitor models in production
Perks/Benefits
- N/A
Skills/Tech-stack
Bias Variance | Bias/variance analysis | Continuous Deployment | Continuous integration | Dask | Data Pipelines | Distributed Computing | Hyperparameter Tuning | Java | Machine Learning | Model Monitoring | Model Validation | PyTorch | Python | Scala | Scikit-learn | Self-Supervised Learning | Self-supervised | Spark | Supervised Learning | TensorFlow | Transformer | Variance analysis
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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