Own End-to-End Commercial Data Delivery

Lead data delivery across discovery, sourcing, design, profiling, quality checks, UAT, release,

and adoption for commercial analytical products.

Ensure data is scalable, reliable, governed, and aligned to business and product priorities.

Drive Commercial Data Value

Partner with business and market teams to translate commercial problems into data

requirements, analytics use cases, and measurable outcomes.

Demonstrating customer data in AI/ ML to support better business decision-making.

Lead KPI Ownership and Governance

Drive ownership, definition, validation, and governance of key commercial KPIs across markets

and products.

Ensure consistent KPI logic, business rules, calculation methods, and usage across dashboards,

analytics, and AI use cases.

Relevant KPI areas include EPOS, Depletions, Retail Sales, Stock in Trade, Trade Investment,

outlet segmentation

Establish Data Management Practices

Implement robust data management practices across data quality, metadata, lineage, ownership,

controls, and issue management.





Define data quality rules, thresholds, remediation processes, and governance routines for

commercial data.

Drive explicit market ownership for source data quality, completeness, timeliness, and business

validation.

Ensure Data Readiness for AI Use Cases

Ensure commercial data is fit for AI, advanced analytics, and automated decision-support use

cases. Define what is required for data to be AI-ready, including clear ownership, trusted

sources, consistent KPI definitions, metadata, lineage, data quality rules, usage controls, and

documented business logic.

Support AI data governance by ensuring data inputs, assumptions, transformations, and outputs

are traceable, explainable, and validated.

Lead UAT and Output Validation

Own data UAT planning and execution, including test scenarios, test cases, acceptance criteria,

reconciliation, defect management, and business sign-off.

Validate datasets

📌 Data Lead (Bengaluru)
🏢 Trigent Software
📍 Bengaluru