Job Title: Founding Engineer - Data Products
Location: On-site, Bengaluru
Employment Type: Full time

About the role
We're building the platform that turns raw enterprise data — Slack, Jira, GitHub, email, docs, tickets — into structured, machine-trainable products for AI labs. You'll own the data foundation end to end: how we ingest from many enterprise sources, normalize the mess into one common shape, resolve identities across systems, and assemble the structured "decision" units we sell.
This is a hands-on founding role on a small team. You'll make the core architectural calls, set the engineering patterns the rest of the team builds on, and get a real product shipping inside customer cloud environments fast.

Responsibilities
Own the ingestion → normalization → entity-resolution → product-assembly pipeline architecture
Build and operate production connectors across multiple SaaS/API sources (starting Slack, Jira, GitHub; expanding to Google Workspace, Teams, Notion, Confluence, CRM)
Implement reliable incremental sync, pagination, retries, backfills, and checkpointing




Design the medallion data model (raw → normalized entities → sellable products) and the transformation layers between them
Build tiered entity resolution — authoritative and deterministic cross-system identity joins first, probabilistic matching later — with confidence and evidence retained
Assemble structured, citation-backed "task/decision" units from resolved data, seeded from concrete outcomes (merged PRs, closed tickets)
Handle schema evolution, deduplication, late/deleted data, and per-tenant workflow differences via config, not code forks
Build pipelines that are idempotent, replayable, observable, and reproducible (versioned output manifests)
Establish data-engineering standards and patterns for the team
Work closely with the Privacy/PII founding engineer so the pipeline hands off cleanly at the trust boundary

Must-have skills
6+ years of data/software engineering, including owning a prod

📌 Founding Engineer (Bengaluru)
🏢 LH2 AI Labs
📍 Bengaluru