Experience
5 - 10 yrs
Job Location
Pune, India
Vacancy
1
Designation
Data Scientist
Job Type
Not specified
Job Description
Roles & Responsibility
- Prepare, deploy, monitor, and support all AI/ML models in production.
- Design and evolve the teams MLOps platforms and processes.
- Experienced with different aspects of ML Lifecycle Activities:
- Data collection and preparation
- Feature engineering
- Model development , evaluation and deployment
- Model monitoring and maintenance
- Experienced with popular Tools for Model Monitoring, Deployment, Governance, Retraining, and Experimentation:
- Model monitoring: Prometheus, Grafana, Datadog, New Relic
- Model deployment: TensorFlow Serving, TorchServe, Amazon SageMaker, Google Cloud AI Platform
- Model governance: ModelDB, MLflow, Neptune.ai
- Model retraining: MLflow, AWS SageMaker, Google Cloud AI Platform
Requirements
Same