Senior Manager, Machine Learning
Tasks
- Build batch and real-time data pipelines
- Collaborate with fraud and compliance operations to reduce fraud vectors
- Develop and maintain machine learning models for risk prediction
- Drive agile processes and continuous integration CI CD
- Ensure reliability for cloud services and participate in on call rotation
- Implement anti fraud efforts in product workflows
- Implement automated testing
- Manage and mentor machine learning and data engineering teams
- Manage rotating on call incident escalation and response
- Monitor machine learning models for performance and drift
- Oversee end to end execution of large scale machine learning solutions
- Partner with product managers to define technical requirements
- Perform short term and long term planning with capacity management and prioritization
Perks/Benefits
- Generous time off
- Healthcare
- Paid parental leave
- Paid personal time off
- Paid sick time
- Parental leave
- Retirement savings program
- Wellness leave
Skills/Tech-stack
AWS SageMaker | Amazon ECS | Amazon EKS | Amazon Web Services | Apache Spark | Automated testing | Batch data | Batch data pipelines | CI/CD | Data Engineering | Data Pipelines | Datadog | Distributed Systems | DynamoDB | Grafana | Hadoop | Java | Kafka | Keras | Machine Learning | Model Monitoring | Presto | PyTorch | Python | Real Time | Real-time Data | Real-time data pipelines | Scala | TensorFlow | Web Services
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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