Senior Product Manager - AI Platform (FinTech)
Tasks
- Align platform metrics with application product metrics
- Build AI platform roadmap
- Build platform health dashboards
- Collect post release feedback
- Create SDK design and documentation standards
- Create business cases for AI RnD investment
- Create escalation playbooks for service degradation
- Define AI platform developer experience
- Define P99 latency targets
- Define PII handling policies
- Define adverse action reason codes
- Define alerting policies
- Define capability matrix for customer tiers
- Define data freshness requirements
- Define data residency and encryption requirements
- Define explainability APIs
- Define model lifecycle management policies
- Define platform API versioning policies
- Define platform SLOs for inference availability
- Define prompt versioning policies
- Design API contracts
- Detect input distribution shifts
- Enable human in the loop overrides
- Gather internal customer requirements
- Implement audit logging requirements
- Monitor model drift and confidence thresholds
- Own AI platform product strategy
- Plan sandbox and onboarding flows
- Run platform change governance
- Run platform reviews for technical debt and risks
- Set observability requirements
- Track platform adoption metrics
- Translate lending AI regulations into platform requirements
Perks/Benefits
- N/A
Skills/Tech-stack
AI Platform | API Integration | API Versioning | Agile methodologies | Alerting | Audit Logging | Data Pipelines | Data Quality | Data Residency | Developer experience | Distribution Shift | Drift Detection | ELT | ETL | Encryption | Event Streaming | Explainability | Feature Store | GenAI | Human-in-the-loop | Input Distribution Shift | Kafka | Kinesis | LLM | Lifecycle Management | Model Drift | Model Drift Detection | Model Lifecycle | Model Lifecycle Management | Observability | PII | Product Documentation | Product Management | Prompt versioning | SDK design | SLA | SLO | Schema Registry | Technical Product | Technical product documentation | The Loop | Usability Testing | User Research | Vector Database
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
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