stninc - Software Engineer, Data Platform Lead (Horizon AI)

Remote1w ago

Remote Staff WW Data Analytics Software Engineer Data Engineer PostgreSQL Vector

Requirements

• Strong data modelling judgment, particularly modelling physical or infrastructure domains as something queryable • Experience with time-series and event data at scale, including cardinality and retention trade-offs • Depth in PostgreSQL, including vector search, and comfort with a large evolving schema - Enough infrastructure literacy to know what a fleet actually is: nodes, GPUs, fabric, schedulers, power. Familiarity with DCIM tooling is a strong plus • A bias toward shipping a usable model early over designing a complete one • Nice to have: GPU fleet or HPC exposure, DCGM, Slurm, entity resolution across inconsistent sources

Responsibilities

• Design and build the fleet knowledge model: assets, topology, configuration, and current state, queryable by an agent in one call rather than five • Build the decision-capture pipeline, and instrument the operator workflow so we accumulate labelled human decisions from day one • Own the data access layer that abstracts telemetry sources, so we can keep consuming today and build our own collection if that stops scaling • Negotiate our requirements with the teams who own the telemetry: signals, granularity, retention, raw event access • Own the scale path, including vector index behaviour and the analytics separation a growing schema will eventually need