About us

ATG (Autonomous Technologies Group) is an AI lab deploying frontier reasoning systems within financial markets. Autonomous is an agentic wealth manager built on this foundation.

Founders: Early GPU cloud (9 figure exit).

Investors: Led by Garry Tan / YC with participation from one of the most successful quant funds, BoxGroup (Plaid, Ramp, Stripe), and other top-tier angels.

About the Role

You’ll design, build, and maintain the robust data pipelines and infrastructure required for large-scale AI research, applied AI, production systems. We are building a data lake that ingests a broad and growing set of financial and market datasets from many vendors and sources. You will take ownership of it end to end: hardening what exist today, making the core architectural calls on storage, orchestration, and data modeling, and building out the rest.

Your job is to ingest all of it, model it correctly, and make it queryable, versioned, and trustworthy for both humans and AI agents.

Responsibilities

• Own the data platform end to end: ingestion, storage, transformation, cataloging, governance, and access across research and production.

• Build reliable pipelines: onboard large, heterogeneous datasets; handle schema changes, late data, revisions, backfills, and vendor failures.

• Guarantee research-grade correctness: point-in-time data, lineage, versioning, and reproducibility; prevent look-ahead and survivorship bias.

• Create trusted data products: normalize identifiers, timestamps, corporate actions, reference data, and unstructured sources into accessible datasets and APIs.