Director, Data & ML Platform
Bangalore, India
INR 1800K-5199K (estimate) Executive-level Full Time
Tasks
- Build and lead data and ML platform team
- Communicate progress and impact to leadership
- Define data and ML observability with SLI SLO metrics and alerting
- Define data and ML platform vision strategy roadmap
- Design and implement ML experimentation platform
- Develop production ML lifecycle and ML Ops practices
- Drive continuous improvement using operational metrics
- Establish platform data pipelines feature stores model deployment frameworks
- Implement data governance security compliance and quality
- Manage data preparation cataloging and feature engineering
- Monitor in field model performance
- Oversee scalable ML pipelines
- Partner with product, engineering, and data science teams
- Scale data and ML infrastructure
- Spearhead generative AI investments
- Support model training and model serving
Perks/Benefits
- Employee networks
- Great Place to Work certification
- Paid adoption leave
- Paid parental leave
- Paid vacation and holidays
- Professional development
- Volunteer opportunities
- Wellness programs
Skills/Tech-stack
Airflow | Alerting | Amazon SageMaker | Apache Flink | Apache Iceberg | Apache Spark | Compliance | Data Engineering | Data Governance | Data Pipelines | Data Quality | Data Security | Data Visualization | Experimentation platform | Feature Engineering | Feature Store | Generative AI | Jupyter Notebook | Kubeflow | Kubernetes | ML Ops | MLflow | Machine Learning | Model Deployment | Model Monitoring | Model Training | Observability | Ray | SLI/SLO | Supervised Learning | Unsupervised Learning | Vertex AI
Education
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