Backend Engineer, Data

Responsibilities

• Own how first-party data performs in the app. Any field a brand connects can be sorted, filtered and charted without a live warehouse query. You decide what gets precomputed, where it lives and how it stays fresh
• Own how our models reach marketers. Propensity, LTV, churn and product-fit scores on the person, segment and product pages, with full distributions instead of a single number
• Own dynamic segments. Segments that update as new data lands, with stats ready for activation
• Own the in-app agent's query tool, built on the semantic views our data platform team publishes. You own the path from a marketer's question to the right rows
• Own the product side of the sync. What gets precomputed, and the path from Postgres to the synced client. Each hop costs money and time, and you choose on purpose
• Extend the pipelines. You mostly build on what the data team produces. When a feature needs a table that doesn't exist, you write the model or pipeline step yourself
• Ship end to end. One feature can mean a Python Lambda, a Zero schema change and a TanStack Start page. You ship all three

Preferred

• Snowflake preferred

Benefits

• We consider visa sponsorship case by case, so tell us on the application if you'll need it.
• Equity
• Medical, dental and vision coverage
• Unlimited PTO
• A monthly fitness stipend
• An annual company offsite
• Minerva is a Healthcare Staffing Solutions Provider that specialises in finding candidates and clients exactly what they are looking for, both on a temporary basis and permanent recruitment.
• London, England, GBR
• https://www.minervanursing.co.uk
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Qualifications

• Production experience with a cloud data warehouse
• Production TypeScript, and backend services shipped on AWS: Lambda or similar
• You're current. You know what shipped in AI tooling this month and what changed in the latest release of the packages you depend on
• You build things on your own time, and you can show us
• A full-stack engineer at a data-heavy SaaS company who ended up owning the warehouse because someone had to, and liked it
• A product engineer at a warehouse-native analytics or activation company who has spent years making Snowflake feel fast inside an app
• A backend engineer who has shipped on a sync engine like Zero, Replicache or ElectricSQL, and wants a dataset big enough to stress it
• A data engineer tired of handing tables to other teams who wants to own the feature the table ends up in
• Or you don't fit any of these neatly, but you built something this year that changed how you think data should reach a user
• You'll need to be authorized to work in the United States. We consider visa sponsorship case by case, so tell us on the application if you'll need it
• Snowflake preferred

Required skills

• AWS Lambda, Backend Services, Cloud Data Warehousing, ElectricSQL, Python, Replicache, Snowflake, TypeScript, Zero

Preferred skills

• Snowflake preferred