MLOps Specialist
Bengaluru, Karnataka, India
INR 2500K-4000K (estimate) Senior-level Full Time
Tasks
- Analyze model errors and design fixes
- Build CI/CD pipelines
- Communicate with data scientists and data engineers
- Containerize applications
- Create and maintain programmer documentation
- Deploy models to production
- Design and architect low level implementations
- Design cloud native applications and microservices
- Develop proofs-of-concept and prototypes
- Document processes
- Facilitate SDLC deployment
- Improve model performance
- Integrate APIs and web services
- Investigate production issues
- Maintain model infrastructure
- Monitor system performance
- Orchestrate pipelines with AirFlow
- Oversee technical specifications creation
- Refactor and optimize code
- Test models and automate validation
- Train models and tune hyperparameters
- Version and monitor deployments
Perks/Benefits
- N/A
Skills/Tech-stack
ADFS | AKS | API Management | APIs | AWS | Active Directory | Agile | Airflow | Atlassian tools | Azure | Azure AD | Azure AD B2C | Azure API | Azure API Management | Azure Active Directory | Azure Blob | Azure Blob Storage | Azure Cosmos | Azure Cosmos DB | Azure SQL | Azure Service | Azure Service Bus | Azure Table | Azure Table Storage | Blob Storage | CI/CD | CQRS | Cosmos DB | Docker | Domain-Driven Design | Event Driven | Event Hubs | Event Sourcing | Event-driven architecture | Git | GitHub Actions | ITIL | ITOM | Identity Management | JAXWS | JavaScript | Jenkins | Jira | Kubernetes | LDAP | Logic Apps | Microservices | Nexus | OAuth 2.0 | OIDC | Python | REST | SDLC | SOA | SOAP | Serverless Functions | Service Bus | Single Sign-On | Table Storage | Test automation | Versioning | WSDL
Education
Roles
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