Senior Data Engineer
Work At Home-Pennsylvania, United States
USD 83K-222K Senior-level Full Time
Tasks
- Automate deployments using DevOps practices
- Build and maintain MLOps pipelines
- Build automation pipelines
- Deploy and serve machine learning models
- Design implement and maintain CI CD security tools
- Implement CI/CD pipelines for ML projects
- Integrate security into SDLC
- Manage infrastructure as code
- Manage production model lifecycle
- Monitor and observe systems and data drift
Perks/Benefits
- 401k matching
- Confidential counseling
- Employee stock purchase plan
- Family leave
- Financial coaching
- Flexible work schedules
- Health & wellness programs
- Paid time off
- Tuition assistance
Skills/Tech-stack
AWS | Amazon SageMaker | CI/CD | Cloud Computing | Containerization | Continuous Deployment | Continuous integration | Databricks | Databricks Serving | DevOps | Drift Detection | GitHub Actions | Grafana | Infrastructure as Code | Logging | MLOps | MLflow | Machine Learning | Model Drift | Model Drift Detection | Model Serving | Observability | Orchestration | Prometheus | PyTorch | Python | Security SDLC | TensorFlow | TensorFlow Serving | Terraform | “as-code”
Education
Roles
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