Senior Machine Learning Engineer
Tasks
- Architect machine learning solutions
- Build production machine learning models
- Design data pipelines
- Evaluate models with offline metrics
- Frame machine learning problems
- Integrate model serving infrastructure
- Lead retraining and rollback decisions
- Monitor model drift
- Perform feature engineering
- Perform load testing
- Prototype modeling ideas
- Research deep learning models
- Run offline experiments
- Run online experiments
- Write integration tests
- Write unit tests
Perks/Benefits
Skills/Tech-stack
Bayesian Methods | Click Through Rate | Click Through Rate Modeling | Conversion Rate | Conversion rate modeling | Data Pipelines | Deep learning | Feature Engineering | Feature Store | Integration Testing | Kubeflow | Load Testing | Machine Learning | Meta Learning | Model Deployment | Model Monitoring | Model Rollback | Model retraining | Multi-task Learning | Offline evaluation | Online Experimentation | Rate modeling | Recommender Systems | TensorFlow | Unit Testing
Education
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