- Familiarity with graph-based indexing and vector similarity search in high-dimensional spaces. - Contributions to open-source...
with Knowledge Graphs, Physics-Informed Machine Learning, Graph Neural Networks for Energy Systems, Time-series Foundation Models...., DoE, ARPA-E, DoD, DARPA). Experience contributing to open-source codebases and/or a significant portfolio of public work...
, ontology, Knowledge Graph / semantic search, data / computing / analysis platforms, and data-powered applications... of the strategic trade-offs when selecting between proprietary, open-source, or fine-tuned custom models. Experience...
-source software release. Experience with C, C++, CUDA, Python, and scripting languages. MPI and NACL... workloads such as recommender systems, graph analytics, and data frames. NVIDIA is widely considered to be one of the...
, ontology, Knowledge Graph / semantic search, data / computing / analysis platforms, and data-powered applications... models and the strategic product trade-offs between using proprietary models (e.g., GPT-4, Claude), open-source models (e.g...
. Remain up to date on ML tools, libraries, and techniques across the Open Source and vendor landscape. Build and maintain..., Terraform.) Understanding of how to use modern and traditional data tiers, e.g., relational databases, object stores, graph...
cloud/enterprise/open-source solutions, and constructing IT infrastructure for organizations across a wide variety... and enhance data architecture, and data pipelines, and define database schemas (Graph, SQL, NoSQL) to develop algorithm...
, and advanced machine learning techniques—including text analytics, image recognition, and graph analysis. Candidates... including text analytics, NLP, computer vision, graph analytics, deep learning, and other specialized methods. Communicate...
, ontology, Knowledge Graph / semantic search, data / computing / analysis platforms, and data-powered / LLM-enabled applications... and transformer-based architectures, with the ability to evaluate trade-offs between off-the-shelf models, open-source models...
and costs Develop and document quality source code Maintain and improve database schema and data models Promote data quality... working with healthcare data Exposure to knowledge graph-related technologies and standards (Graph DB, OWL, SPARQL...