SR. DEVOPS ENGINEER and MLOps Engineer
Bangalore, KA, IN, 560076
INR 2500K-3880K (estimate) Senior-level Full Time
Tasks
- Build and optimize data pipelines for feature engineering training and inference
- Collaborate to move AI solutions from prototype to production
- Configure automated alerts for anomalies and performance degradation
- Create model monitoring frameworks for health drift accuracy latency failures and cost
- Deploy and support generative AI solutions for chatbots assistants and agent workflows
- Design build maintain end to end machine learning pipelines for training validation deployment monitoring and retraining
- Develop model orchestration workflows for experimentation batch scoring real time inference and retraining
- Implement MLOps best practices for observability CI CD governance testing and documentation
- Implement MLflow experiment tracking model versioning and model registry
- Optimize model efficiency through compute optimization inference tuning and workflow redesign
- Productionalize AI ML models for scalable reliable secure enterprise use
- Refactor machine learning models and codebases for performance maintainability and deployment readiness
- Support cloud native AI ML solutions on AWS with security and compliance alignment
Perks/Benefits
- Community outreach programs
- Employee Resource Group
- Employee stock purchase program
- Health and wellness incentives
Skills/Tech-stack
AI Agents | AWS | Alerting | CI/CD | Chatbots | Databricks | Generative AI | MLOps | MLflow | Machine Learning | Model Deployment | Model Monitoring | Model Orchestration | Model refactoring | Observability | PySpark | Python | SQL
Education
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