Bytajobb.se & the nbjobbx Engine
Nordic job discovery & labor-market intelligence platform on Web & iOS, powered by nbjobbx
Powered by the proprietary nbjobbx cloud-native engine (yes, the 'nb' is named after me ;)), Bytajobb.se indexes 62,000+ active Swedish job listings across all 290 municipalities (and 85,000+ across the Nordics). Available on the web and as a native iOS app on the App Store, built around a dual-path architecture with eight specialized modules spanning automated ATS discovery, in-memory sub-20ms search, an 11M+ listing historical lakehouse, and municipal tax & wage calculators.
Traditional job platform groups have typically grown through acquisitions, resulting in a patchwork of separate tech stacks, slow databases, and duplicate engineering teams for each country, while ranking results by paid sponsorship and ignoring municipal tax differences.
Engineered nbjobbx from the ground up as a unified multi-market, cloud-native engine structured into eight focused modules (`nbjobbx/discovery` through `nbjobbx/lakehouse`). Data is ingested from 7,700+ direct ATS streams and split into a dual-path architecture: an in-memory index serving active jobs in ~17ms and an analytical lakehouse analyzing 11M+ historical listings and wage percentiles.
“Building multi-market capability and a dual-path (RAM + Lakehouse) architecture directly into the platform core makes it possible to operate a national-scale discovery engine with ~17ms search latency and 1,500+ zero-downtime releases per year.”

Bytajobb for iPhone
Full access to Sweden's labor market in a fast, dedicated iPhone experience—100% synced in real time with the web platform. Browse 60,000+ active openings on the commute, get push notifications on custom search alerts, and calculate your exact 2026 net take-home pay directly inside every job listing.







