About Marketnode Marketnode is a financial market infrastructure company backed by SGX Group, Temasek, HSBC and Euroclear. We build and operate digital market infrastructure across capital markets, funds and credit, working with leading banks and institutions across APAC and beyond. About Smartflow Smartflow is Marketnode's AI and agentic workflow engine for asset operations. Currently live with credit, Smartflow automates the event lifecycle across onboarding, drawdowns, amendments, repricings, covenant testing and agency notices. The platform extracts structured data from complex documents such as APLMA/LMA credit agreements, links fields back to their source clauses, routes outputs through human-in-the-loop review, and integrates with loan management systems such as Finastra Loan IQ.

About the Role
We are looking for an experienced, hands-on Senior Technical Business Analyst to support the delivery and continued enhancement of Smartflow and the asset management platforms it integrates with. You will work closely with credit and operations stakeholders, product owners, engineering and AI teams, clients and technology partners to translate complex credit workflows into clear, buildable technical and functional requirements. This role requires someone who understands how syndicated loans work in practice — from the credit agreement and initial onboarding through amendments, servicing events and covenant monitoring — and can translate that knowledge into accurate requirements for data extraction, review workflows, business rules, data models and system integrations. You will sit at the intersection of credit operations, enterprise technology and applied AI, helping turn complex financial processes into scalable digital workflows. Experience with commercial lending or loan servicing platforms such as Finastra Loan IQ, FIS,



Temenos, ACBS or equivalent banking platforms will be highly valued. Requirements & Business Analysis
- Gather, analyse and document business and technical requirements across credit and lending workflows, including origination, servicing, syndication and collateral management.
- Translate credit events such as onboarding, drawdowns, amendments, repricings, covenant testing and agency notices into detailed system requirements.
- Define field-level requirements, validation rules, business rules and confidence thresholds for Smartflow's extraction workflows.
- Define requirements for amendment handling, including clause comparison, version tracking and supersession logic to maintain an accurate golden record of each deal.
- Define requirements for covenant monitoring, including financial definitions, deal-specific add-backs, ratio calculations, breach detection and waiver workflows.
- Conduct current-state and future-state analysis and identify opportunities to improve operational efficiency, accuracy and control.
- Quantify operational impact where relevant, including FTE effort, processing times and error rates. Business, Product & Engineering Collaboration
- Act as the bridge between business users, product owners, engineering and AI teams.
- Translate business and credit requirements into clear functional and technical specifications.
- Work with AI/ML teams to define extraction schemas, ground truth,



test sets and evaluation criteria.
- Review model outputs against source documents and help identify gaps, edge cases and areas for improvement.
- Design human-in-the-loop workflows covering exceptions, reviewer actions, escalation paths and audit trails.
- Help engineering teams understand complex credit scenarios, including non-standard clauses, bespoke amendments, multi-tranche facilities and multi-currency structures. Systems Integration & Implementation
- Analyse existing credit system configurations, including Loan IQ and similar loan management platforms.
- Define data mappings between Smartflow and target systems through APIs, SFTP or other integration mechanisms.
- Define transformation rules, validation requirements and reconciliation checks.
- Support system implementations, client pilots, upgrades and migrations.
- Support client onboarding by understanding each client's processes, products, documents and operational requirements.
- Work with technology partners and vendors where required to resolve integration and implementation issues. Documentation & Delivery
- Produce detailed functional specifications, process flows and data mapping documents.
- Create BRDs, FSDs, user stories and acceptance criteria.
- Develop process, system and data flow diagrams.
- Support UAT planning, test case creation, execution and defect triage.
- Validate extraction accuracy by comparing system outputs against source credit documents.
- Contribute to release notes, user documentation and training materials.
- Support client security, audit and compliance questionnaires by documenting data flows, lineage and control design. In this role, success means:
- Engineering teams can bui

📌 Senior Technical Business Analyst: Credit (Bengaluru)
🏢 Marketnode
📍 Bengaluru