Fractal

Data Engineering Lead

Bengaluru
Python SQL Airflow Spark Kafka AWS Azure GCP Snowflake Redshift BigQuery ETL
Description

Data Engineering Lead - Cogentiq: I2C Platform

Location: Bengaluru

Time Type: Full time

Job Description

It's fun to work in a company where people truly BELIEVE in what they are doing!

We're committed to bringing passion and customer focus to the business.

We are looking for a highly experienced Data Engineering Lead to build and scale the data foundation of our Intelligent Invoice-to-Cash (I2C) platform. The platform powers Invoice Template Creation (Branding), Remittance ingestion, Payments reconciliation, AI-based Cash Application, and ERP posting.

You will lead the design and development of robust, scalable, and secure data pipelines that unify multi-source financial data into reliable, analytics-ready and AI-ready datasets. This is a strategic leadership role responsible for ensuring data quality, availability, governance, and performance across the platform.

Key Responsibilities

Data Architecture & Platform Design

  • Define and own the end-to-end data architecture.
  • Design canonical data models for:
    • Remittances
    • Payments
    • Invoices
    • Customers
    • Deductions & adjustments
    • Branding & template configurations
  • Establish scalable data lake/warehouse strategies.

Data Pipeline Engineering

  • Build and maintain batch and real-time pipelines ingesting data from:
    • ERP systems (SAP, Oracle, NetSuite, etc.)
    • Banking systems
    • Email ingestion & EDI feeds
    • Customer portals & SFTP
  • Ensure reliable data transformation, normalization, and enrichment.
  • Support structured outputs consumed by AI and integration layers.

Data for AI & Automation

  • Design data pipelines that power:
    • Intelligent document processing
    • Matching & reconciliation models
    • Exception detection engines
  • Ensure high-quality labeled datasets and feature engineering frameworks.
  • Enable feedback loops for model improvement.

Data Quality, Governance & Security

  • Implement data validation, reconciliation, and monitoring frameworks.
  • Ensure financial data accuracy and consistency across systems.
  • Define audit trails, lineage, and compliance controls.
  • Enforce role-based access and data security best practices.

Reporting & Analytics Enablement

  • Enable KPI dashboards for:
    • Auto-match rates
    • Exception trends
    • Payment reconciliation metrics
  • Support analytics for finance and operations teams.
  • Optimize data availability for near real-time reporting.

Leadership & Collaboration

  • Lead a team of data engineers.
  • Partner with AI, Integration, ERP, and Product teams.
  • Drive data roadmap aligned with automation and scalability goals.
  • Conduct design reviews and enforce data standards.

Required Qualifications

  • 8–14+ years of experience in data engineering or data architecture.
  • Strong expertise in:
    • Data pipeline frameworks (Airflow, Spark, Kafka, etc.)
    • Cloud platforms (AWS, Azure, GCP)
    • Data warehouses (Snowflake, Redshift, BigQuery, etc.)
    • SQL and Python
  • Experience handling high-volume enterprise data.
  • Strong understanding of data modeling and ETL/ELT processes.

Preferred Experience

  • Financial systems, AR, or ERP-integrated platforms.
  • Remittance and payment reconciliation workflows.
  • AI/ML data pipeline support.
  • Real-time event-driven architectures.
  • Data governance in regulated environments.

Leadership Level

L6– Senior Data Engineering Lead

  • Owns execution and reliability of data platform.
  • Leads engineering delivery and optimization.
  • Ensures data quality and production stability.
  • Defines long-term enterprise data architecture.
  • Drives cross-product data strategy and governance.
  • Influences executive-level data decisions.

What Success Looks Like

  • Highly reliable and scalable data pipelines.
  • Accurate financial data reconciliation across systems.
  • Strong data quality with minimal inconsistencies.
  • AI-ready datasets with high usability.
  • Timely delivery of reporting and analytics.

Why Join Us?

You will build the data backbone of a next-generation Invoice-to-Cash platform that transforms enterprise finance through automation, AI, and scalable architecture.

If you are passionate about building high-impact data platforms in financial systems, we would love to connect.

If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us!

Hiring Related Queries

India: [email protected]

Outside India: [email protected]

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