so every output can be traced back to its source survey, reporting period, methodology, and underlying calculations. Lead the... design of the project's knowledge graph and semantic model, ensuring relationships between surveys, indicators, countries...
, and inventory management across the enterprise. Design and maintain knowledge graph structures for representing AI model..., or Google Vertex AI platforms. Experience with graph databases (Neo4j, Amazon Neptune) for knowledge graph implementation...
data, such as property prediction, generative models, or graph-based approaches. It’d be a plus if you’ve worked... on them. Contributions to open-source ML or data infrastructure. LOCATION Singapore or United States. We’re hiring...
, Google Cloud, and open-source technologies. Ability to lead multi-quarter roadmaps, make practical build-versus-reuse... with AI governance, model risk management, compliance, GRC, audit evidence, or regulatory reporting. Experience with graph data models...
design, including the authoritative source decision per CI class governing what Discovery and Sunbird are each permitted... across both data centers, covering placement, credential scope and Service Graph Connector alignment per class, and chair the week 6...
to manage source control and branching, build pipelines, and release processes. Experience with Docker and container-based... API, OpenAI Agents SDK. Familiarity with OpenSearch or Elasticsearch. Exposure to graph databases such as Neo4j...
config (diff review, automated land criteria). Intent modeling: declarative source of truth thinking where inventory...), policy driven intent automation (declarative config pipelines transfer), graph modeled network state with diff-before-push...
and enforce evidence standards so every output can be traced back to its source survey, reporting period, methodology..., and underlying calculations. Lead the design of the project's knowledge graph and semantic model, ensuring relationships...
, provenance, privacy, and security into the product, with tests and evaluations that prove source-to-response correctness..., API Gateway, Airflow or MWAA, and infrastructure as code. Semantic modeling, ontology, graph or vector data, hybrid...
using RDF, RDFS, OWL, or related semantic technologies, including knowledge-graph design Proficiency with SQL... with an ontology-based semantic-layer platform (e.g., Timbr) and/or graph databases such as Amazon Neptune, Stardog, or Neo4j...