that will become a primary source of differentiation versus AI-native competitors. The AI program runs three substrates (engineering knowledge... graph, analytics feature store, customer knowledge store) and a multi-agent harness. The Principal AI Architect designs the...
, capture structured context at source, and ensure compliant, scalable Lab platforms like Benchling or LabWare LIMS. * SAFe Ways... platforms and ecosystems. Database Platforms: Expertise in NoSQL, in-memory, Graph and relational databases, which form the...
or AI/ML use cases Ability to translate complex source data into usable, high-quality representations for graph-based... information into graph-aware, semantically meaningful data products that can support analytics, reasoning, retrieval, and agentic...
into production pipelines and activation systems. Help evolve the identity layer toward graph-based representations of members... Ops, contributing to containerized deployments, automated testing, and monitoring. Source and analyze features...
. Business glossary governance. Own the enterprise business glossary — the authoritative source for what terms mean across the... Strong understanding of ontology and semantic modeling concepts — you can work fluently with knowledge graph engineers and data modelers...
Apache TinkerPop Gremlin open-source project. Neptune powers graph use cases such as recommendation engines, fraud...Description Amazon Neptune is a fast, scalable, fully-managed graph database service that makes it easy to build...
extraction. Advance computational protein & antibody design. Leverage transformer‑based sequence models, diffusion/graph... for protein/antibody sequence, structure prediction/refinement, graph learning, diffusion models, transfer learning, multimodal...
formation, EMR/Spark, Athena etc. - Develop and manage ETLs to source data from various systems and create unified data model... stores (object storage, document or key-value stores, graph databases, column-family databases) - Experience creating...
import sets, transform maps, and data source configurations for bulk data migrations and ongoing data synchronization.... Configure and manage CMDB population strategies, including Service Graph Connectors and Discovery integrations. Implement data...
, CADE focuses on enhancing the data platform, building consolidated source of truth datasets, dashboards and reports... or key-value stores, graph databases, column-family databases) - Experience working with both Batch and Real Time data...