Cloud Engineer AIOps
Pune - Business Bay, India
INR 2000K-3000K (estimate) Entry-level Full Time
Tasks
- Collaborate with DevOps teams
- Collaborate with data scientists
- Deploy machine learning models
- Design hosting infrastructure for ML models
- Develop CI/CD pipelines for ML
- Document MLOps processes
- Document deployment procedures
- Enforce security best practices
- Ensure data protection compliance
- Identify system bottlenecks
- Implement A/B testing
- Implement autoscaling for workloads
- Implement canary releases
- Implement data lineage tracking
- Implement data versioning
- Implement version control for code and model artifacts
- Manage data pipelines
- Manage data storage for training and inference
- Optimize ML infrastructure scalability
- Optimize ML model performance
- Package models with Docker
- Set up logging for debugging and auditing
- Set up model monitoring
Perks/Benefits
- Accident insurance
- Best in class leave policy
- Certification sponsorship
- Childcare assistance reimbursement
- Comprehensive hospitalization insurance
- Employee assistance program
- Gender neutral parental leave
- Health screening
- Term life insurance
Skills/Tech-stack
A/B | A/B Testing | Apache Spark | Auto Scaling | B testing | Best practices | CI/CD | Canary Releases | Cloud Computing | Data Lineage | Data Pipelines | Data Versioning | Docker | JavaScript | Logging | MLOps | Machine Learning | Monitoring | Python | Scikit-learn | Security best practices | TensorFlow | Version control
Education
Bachelor of Science | Master of Engineering | Master of Science | PhD
Roles
AIOps Engineer | Cloud Engineer | Cloud) | Engineer | MLOps Engineer
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