Manager, Machine Learning Engineering
Tasks
- Coach engineers and develop team culture
- Define fraud detection technical strategy
- Develop fraud models for production
- Drive representation learning adoption
- Drive transformer based modeling for behavioral data
- Lead ML lifecycle experimentation evaluation deployment
- Monitor model performance in production
- Partner with product and risk teams for model integration
Perks/Benefits
- Dental coverage
- ESPP (Employee Stock Purchase Plan)
- Flexible spending wallets
- Health insurance coverage
- Remote work flexibility
- Subsidized medical coverage
- Technology stipend
- Time off
- Vision coverage
Skills/Tech-stack
Boosted Trees | Data Pipelines | Deep learning | Feature Engineering | Fraud Detection | Gradient Boosted Trees | Machine Learning | Model Deployment | Model Evaluation | Model Experimentation | Model Monitoring | Representation Learning | Scalable systems | Transformer Models
Education
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