Staff / Principal Data & MLOPs Engineer
Tasks
- Assist with application deployments in AWS
- Automate data provision testing and monitoring
- Build dashboards and monitoring tools
- Build data pipeline architecture
- Collaborate with DevOps engineers
- Contribute to proof-of-concepts
- Create and manage data and ML infrastructure standards
- Create scalable data pipelines
- Detect anomalies in data and systems
- Implement event instrumentation and alerting
- Maintain data product services
- Monitor data and ML infrastructure
- Participate in enterprise DevOps activities
- Promote DataOps
- Shorten CI/CD for data delivery
- Upgrade monitor optimize data and ML infrastructure
Perks/Benefits
- N/A
Skills/Tech-stack
AWS CloudFormation | AWS DMS | AWS Datapipeline | AWS Glue | Alerting | Amazon Athena | Amazon Aurora | Amazon EMR | Ansible | Apache Spark | Bash | CI/CD | DataOps | Database replication | Docker | Event Monitoring | Git | Java | JavaScript | Kubernetes | MLOps | Machine Learning | MariaDB | MySQL | Python | Terraform
Education
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