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[Remote] Software Engineer, Ontology

Remote · Malaysia Full-time

Note: The job is a remote job and is open to candidates in USA. Fluidstack is hiring a Software Engineer, Ontology to build systems that connect operational data, documents, and conversations into a timely, coherent source of business knowledge. The role focuses on entity modeling, change detection, authorized querying, evidence-backed signals, and measuring system quality.

Responsibilities

  • Build the index and graph engine that connect Fluidstack’s operational data, documents, and conversations as new information arrives
  • Define the entities, relationships, and identity rules that let teams contribute knowledge about sites, equipment, orders, and incidents
  • Detect meaningful changes and publish evidence-backed signals when observed state diverges from plan
  • Give engineers and agents fast, authorized ways to query the business, with clear provenance and freshness on every answer
  • Measure change-to-knowledge latency, answer quality, and signal quality against real operational questions and events

Skills

  • You've built and operated a foundational data system that multiple teams relied on to make decisions or run critical workflows
  • You've made heterogeneous data sources work as one coherent model that people and software can rely on
  • You've built data platforms with extensible models that let other teams bring new domains and questions into the system
  • You've built systems that turn a continuous stream of changes into timely, reliable signals for operations
  • You've worked directly with domain experts to define what their data means and which changes matter
  • You've made hard calls between correctness, freshness, query speed, and access control, then revised those choices using production evidence
  • Temporal data models (Datomic, EAVT)
  • Search and retrieval over unstructured data
  • Database or indexing internals
  • Formal ontology and semantic web standards (RDF, OWL, SHACL, SPARQL)
  • Physical infrastructure or inventory systems

Company Overview

  • Fluidstack provides cloud infrastructure for AI with GPU clusters, orchestration, and monitoring for intensive workloads. It was founded in 2017, and is headquartered in New York, New York, USA, with a workforce of 501-1000 employees. Its website is https://www.fluidstack.io.
  • Company H1B Sponsorship

  • Fluidstack has a track record of offering H1B sponsorships, with 19 in 2026, 1 in 2025, 2 in 2024. Please note that this does not guarantee sponsorship for this specific role.
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