freshteam
Head of Data & ML Platform
Credit Saison India
Bengaluru, IND
Full-time
Senior · 15+ years experience
Onsite
Discovered 3 weeks ago
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- Build and scale ML engineering and data engineering functions.
- Establish MLOps frameworks for standardized, production-grade model development and monitoring.
- Ensure smooth model transition from data science experimentation to live deployment.
• Enterprise Decisioning Platform
- Design and operationalize a centralized decisioning platform that integrates low-code model development, AutoML, rule engines, and workflow automation.
- Enable DS & Risk teams to build, test, and deploy models with minimal engineering bottlenecks.
- Expand decisioning systems across functional pods—credit, pricing, collections, fraud, cross-sell, customer management—to drive consistent, explainable, and auditable decision-making.
- Ensure the platform is scalable, modular, and compliant with RBI regulations.
- Build modern, scalable data platforms (real-time ingestion, lakehouse, event-driven systems).
- Ensure full lifecycle governance of data from sourcing to archival.
- Partner with governance teams to enable lineage, auditability, and regulatory compliance.
- Lead DataOps, L1/L2 support, and SRE teams to maintain >99.5% platform uptime.
- Implement automated testing, proactive monitoring, and self-healing systems.
- Optimize infra utilization and cloud cost efficiency.
• Business Delivery & Stakeholder Engagement
- Act as execution partner to the Head of Product & Strategy and functional leaders.
- Deliver platform capabilities and decisioning products aligned to business KPIs (loan volume growth, risk reduction, ticket size expansion, collections efficiency).
- Manage technology partnerships and vendor ecosystems (e.g., Databricks, automation tools).
- 15 ~ 20 years of experience in data engineering, ML engineering, or platform leadership, with at least 8 ~10 years in senior management roles.
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