Core Enterprise Architecture
- 5+ years' architecture experience with business / capability modeling using EA frameworks (TOGAF / Zachman).
- 5+ years of demonstrated experience with analyzing and documenting business value streams, capabilities, processes, and data using model-based representations for the purpose of collecting, aggregating, or analyzing complex business information.
- Proven ability to define future architecture / technology roadmap and align technology strategy with business goals.
- Strong communication skills to translate technical concepts for executives and technical teams.
- Demonstrates a strong understanding and passion for emerging technologies
- Proven skills in leadership, relationship building, negotiation, collaboration, advocacy, governance, and consensus building.
- Excellent verbal and written communication skills at all levels.
- Team player with proven ability to work effectively within a large matrix organization.
- Ability to make architecture changes in a dynamic agile environment.
Specialized AI / ML Experience
3+ years experience leading or architecting production-grade AI / ML solutions,hands-on with frameworks such as TensorFlow / PyTorch etc.
Experience designing MLOps pipelines (MLflow / Kubeflow) and implementing model lifecycle management / governance.Knowledge of responsible / ethical AI practices : bias detection / mitigation; explainability; regulatory compliance.Proficiency in public cloud AI services : GCP Capgemini / Vertex AI; distributed data platforms (data lakes / feature stores).Demonstrates a strong understanding of emerging AI and ML technologies to support the development of new solutions, such as, Agentic AI, GenAI, etc.