Commotion builds an AI operating system for large enterprises, and at the centre of it is a context graph: a live model of an organisation’s entities, the relationships between them, and the decisions taken across them, assembled from the systems that already run the business.

Most enterprise AI stops at retrieval over documents. We think the layer that matters next is structural — resolved entities, explicit relationships, and a record of every decision and the reasoning behind it. A dashboard tells you what happened. A context graph lets an agent work out what to do about it, and show its working.

We build this inside our clients’ own environments, where the data is real, messy and consequential. We are backed by Tata Communications, and we are early enough that the people joining now shape how this gets built.

About this role
The data a client hands us is never in the shape we need, and it is never as clean as they believe. This role owns the path from their source systems to something downstream can be trusted with, and keeps it correct as those systems change underneath us.




Infrastructure, deployment and monitoring stacks are owned by our platform team. This role is about the data.

What you’ll do
- Build the core ingestion framework, so that adding a current source is one integration and everything else — scheduling, retries, reconciliation, lineage, snapshotting, monitoring — comes for free. This is the single highest-leverage thing in the role.
- Integrate with client source systems: ERPs, CRMs, warehouses and lakehouses, on-prem databases, APIs, file feeds and object storage. Enterprise authentication, rate limits, pagination, and the undocumented behaviour you only find in production.
- Run this at real scale. Multi-terabyte data lakes on the source side, graphs with billions of nodes and edges on the target side, refreshed on a daily or hourly cycle.
- Build ingestion pipelines that stay correct under that load: incremental loads, idempotency, ordering, ch

📌 Senior Data Engineer (Agra)
🏢 Commotion
📍 Agra