Associate Director, DAAI
Bangalore, KA, IN, 560103
INR 2000K-3300K (estimate) Mid-level Full Time
Tasks
- Build business cases for AI initiatives
- Coordinate productionization with CI CD MLOps monitoring scalability reliability
- Create reusable AI assets patterns accelerators reference architectures
- Define consent minimization retention and data lineage practices
- Define product operating model support monitoring incident management model refresh change control
- Design experiments and evaluation frameworks offline online testing
- Drive product lifecycle discovery MVP launch adoption iteration scale
- Ensure responsible AI governance fairness explainability transparency privacy security accountability
- Establish human in the loop processes
- Guide feature engineering model selection prompt design fine tuning and RAG approaches
- Identify and validate new AI opportunities
- Implement model performance drift bias monitoring auditability controls
- Lead cross functional teams and delivery planning
- Lead experimentation culture
- Lead hands on development of prototypes and MVPs
- Own AI product vision strategy roadmap
- Prioritize AI use cases and manage trade offs
- Review code mentor team members set engineering standards
- Translate business problems into product requirements and success metrics
Perks/Benefits
- N/A
Skills/Tech-stack
APIs | AWS | Azure | CI/CD | Containerization | CrewAI | Customer Data | Customer Data Platform | Data Pipelines | Data platform | Deep learning | Drift Detection | GCP | Generative AI | Graph Databases | Graph Modeling | Graph Neural Networks | Graph theory | Langchain | Langgraph | Language Processing | MLOps | Machine Learning | Model Drift | Model Drift Detection | Model Monitoring | Natural Language | Natural Language Processing | Neural Networks | Orchestration | Prompt engineering | PyTorch | Python | RAG | Recommendation Systems | Reinforcement Learning | Retraining | TensorFlow
Education
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