workflows with permissions-aware access, source traceability, and controls that scope retrieval to the minimum necessary data... where needed. Coordinate evidence and metadata standards so approval artifacts, retrieval traces, and content-source onboarding records can...
-source project (1,000+ stars). Background in information retrieval, search, or knowledge graph systems. Experience... Hub project. We recently launched Context Hub, an open-source CLI tool that gives AI coding agents the up-to-date API...
building or integrating MCP servers Experience with code intelligence: AST parsing, static analysis, code graph construction... to open source or technical community leadership Mindset You treat repetitive engineering work as a problem to solve...
workstreams from source alignment and data modeling through deployment, testing, and operational monitoring. The role combines... products throughout their lifecycle, including source alignment, modeling, testing, documentation, deployment, monitoring...
, ownership routing, and data quality automation. You'll partner with the ServiceNow Platform Team, ITSM SMEs, and data source... and infrastructure SMEs and data source owners to reconcile discovered CI data across sources and close data quality gaps at the source...
customers Extract relevant features from large data stores containing open source, PIA, and CAI, containing bad records..., partial records, errors, or other forms of "noising." Extract features from open source information stored in a wide range...
such as Bayesian inference, uncertainty quantification, information theory, causal inferencing, graph neural networks..., etc. Proficiency with open-source agentic frameworks (e.g., LangGraph, DSPy, mem0, etc.) and deep learning frameworks (e.g., PyTorch...
-on expertise with DevOps tools, CI/CD processes, and Azure cloud services, along with a deep understanding of source control..., and infrastructure as code. Manage and optimize source code repositories and branching strategies using tools like GitHub and Azure...
on-site. Strong project-based experience with NoSQL, Graph (RDF triple-stores) or relational databases. Strong project-based..., JUnit, PyTest, etc. Experience using modern source code management and CI/CD tools such as GitHub, GitLab, GitLab...
) that aligns with structured knowledge formats favored by LLMs, such as Q&A formatting, schema markup, and authoritative source... for B2B companies (ideally SaaS or technology). Strong understanding of entity-based search tactics, Knowledge Graph...