Senior Manager, Machine Learning Engineering
BENGALURU, KARNATAKA, India
INR 2775K-4995K (estimate) Senior-level Full Time
Tasks
- Analyze complex operational and technical issues
- Apply third party machine learning frameworks in production
- Automate machine learning workflows
- Coach teams and stakeholders
- Create analytical metrics for model performance
- Deploy machine learning models and enable monitoring
- Develop and maintain internal tools platforms environments and services
- Develop bug free code and maintain codebase
- Drive continuous learning and skill development
- Drive cross-functional partnerships
- Enforce version control and code review best practices
- Evaluate deployed model performance
- Facilitate machine learning model productionization processes
- Identify and evaluate data quality security and privacy issues
- Implement continuous improvement to processes and workflows
- Implement model readiness standards for deployment
- Integrate machine learning models into systems
- Lead performance management and team development
- Maintain model development and operations accountability
- Maintain technical documentation for experimentation and model building
- Manage medium to large scale projects across teams
- Prepare for and enable model training
- Provide direction set priorities and align delivery with business needs
- Transform machine learning prototypes into production ready models
- Troubleshoot machine learning infrastructure and workflow issues
Perks/Benefits
Skills/Tech-stack
Automation | Code review | Continuous Delivery | Continuous integration | Data Privacy | Data Quality | Data Security | Debugging | Documentation | ETL | Experimentation | Keras | Machine Learning | Model Deployment | Model Monitoring | Model Performance Evaluation | Model Productionization | Model performance | Operational troubleshooting | Performance Evaluation | PyTorch | Python | Scalability | Stability | TensorFlow | Version control
Education
N/A
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