AI Product Manager
Tasks
- Align experimentation approaches with data scientists and ML engineers
- Analyze qualitative and quantitative inputs for requirement refinement
- Assess AI feasibility data availability model complexity ROI
- Assess regulatory legal privacy security operational considerations
- Communicate AI trade offs to non technical stakeholders
- Coordinate UAT readiness execution with business stakeholders
- Define AI model performance metrics and outcome metrics
- Define data and modelling requirements and success metrics for outputs
- Define post launch monitoring thresholds model drift bias performance decay
- Define requirement success measures and track outcomes
- Develop BRDs epics features use cases user journeys acceptance criteria process flows
- Drive responsible AI lifecycle governance bias fairness reviews
- Elicit document validate business user pain point outcomes
- Embed AI ethics privacy compliance governance into requirements
- Gather post release feedback triage issues enhancements update backlog
- Lead requirements discovery workshops interviews process reviews
- Oversee deployment lifecycle management checkpoints
- Partner with Product Owners convert requirements into backlog items
- Plan enterprise GenAI roadmap for knowledge management conversational AI document intelligence analytics
- Prepare sprint ready backlog and manage requirement clarifications changes approvals
- Provide data backed insights business cases trade off options
- Scope R and D initiatives for RAG and autonomous AI agents
- Support agile ceremonies backlog refinement sprint planning demos retros
- Translate needs into problem statements and requirements
Perks/Benefits
- N/A
Skills/Tech-stack
Agile | Azure DevOps | Bias/fairness | Confluence | Data Quality | Data readiness | Explainability | Generative AI | Jira | Latency | Machine Learning | Miro | Model Drift | Model Monitoring | Precisión | Privacy Compliance | ROC-AUC | ROI | Recall | Security | Statistics | UAT
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
Regions
Countries
States
Cities
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