← All jobs
Business Analyst – GTN & Trade Promotion Planning
Singapore, SG · On-site · Full-time · Engineering
Apply well, not just fast
Create a free account and upload your resume to get a match score, keyword gaps, a tailored resume, a cover letter and interview prep for this job.
About the role
ExcelGenerative AISQLPower BIStakeholder Management
Nagarro is a global digital engineering company helping organisations become AI-first and digital-first. With a presence across 35+ countries and deep capabilities in software engineering, AI, cloud, and platform transformation, Nagarro partners with leading enterprises across Travel, Logistics, Hospitality, Telecom, and Technology sectors. 
Role Summary
Acts as the bridge between planning processes and the engineering team, reverse-engineering legacy systems into structured specifications for AI-assisted development.
Key Responsibilities
- Reverse-engineer existing business logic (VBA macros, Excel formula chains, GTN waterfall rules) into documented functional specifications for spec-driven development.
- Run working sessions with Business Planning (BP) teams and KAM power users to validate business rules, including promo mechanics, days-cover norms, and MPL structures.
- Own the Feature Parity Matrix to ensure no legacy features are dropped.
- Lead UAT coordination, design test scenarios using real business data, and gather sign-off from business champions.Must-Have Skills
- Data Modeling (Capable)
- Stakeholder Management
- VBA Macros
- Strong requirements elicitation and functional specification writing
- Experience reverse-engineering legacy Excel/VBA logic into documented specifications
- GTN (Gross-to-Net) / Trade Promotion Planning or S&OP domain knowledge
- UAT scenario design and stakeholder sign-off management
- Data modelling basics (entities, relationships, hierarchies)Good-to-Have Skills
- Generative AI Fundamentals (Capable)
- BI Reports (Strong)
- Exposure to GenAI-assisted documentation and code-parsing tools
- SQL for data validation
- Power BI / Excel Pivot modelling knowledge
- RGM experience