Machine Learning Engineer I - Message Security Products
Tasks
- Build end-to-end ML solutions
- Conduct drift and performance monitoring with rollback strategies
- Develop features from text and structured data
- Implement real time scoring systems
- Investigate false positives and false negatives
- Maintain technical documentation and knowledge sharing
- Perform error analysis to prevent regressions
- Run offline metrics and online A B testing
- Set thresholds and monitor model performance
- Train evaluate and deploy machine learning models
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AWS | B testing | Data Wrangling | Data labeling | Databricks | Deployment | Drift Detection | Error Analysis | Experimentation | Feature Engineering | Go | Machine Learning | Model Evaluation | Model Monitoring | Model Training | Numerical computing | Offline metrics | Performance Monitoring | Python | Real Time | Real-time Scoring | Spark | Structured data | Text processing | Thresholding
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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