Job Summary At Red Hat we believe the future of AI is open and we are on a mission to bring the power of open-source.... If you are someone who wants to contribute to solving challenging technical problems at the forefront of deep learning in the open source way...
, ontology, Knowledge Graph / semantic search, data / computing / analysis platforms, and data-powered applications...-offs between using proprietary models (e.g., GPT-4, Claude), open-source models (e.g., Llama, Mistral), and fine-tuning...
, Docker Experience using a source code repository such as Git, BitBucket, Mercurial, or Subversion Experience using... to a wide range of intellectual and practical problems. Experience using and deploying RDMS, NoSQL, or Graph databases...
today Build and maintain production ETL/ELT pipelines using AWS Glue, Airflow, Spark, and Python to source data from operational... / data stores (object storage, document or key-value stores, graph databases, column-family databases) - Experience...
our source control platforms, enabling development of new products. Our mission is to accelerate engineering velocity... organization. Strong instincts for dependency management: you can build a dependency graph, read it for risk, and drive...
with graph neural networks (GNNs) or geometric deep learning for circuit and netlist analysis Background in reinforcement... such as NVIDIA, AMD, Intel, Google DeepMind, or similar AI/HPC-focused companies Published research or open-source contributions...
/Knowledge architecture team to map source data to canonical entities, relationships, and attributes, enabling graph ingestion... Data Standard (IDS) and knowledge graph, enabling a unified, high-quality data ecosystem that supports analytics...
smoothly transition into open-source releases, upstream framework integrations, internal tools, or closed-source commercial..., etc). Background in deep learning compilers, both graph-level and codegen (e.g., Triton, XLA, torch compile) Experience...
, logical data models, graph modeling, semantic technologies, entity resolution, taxonomy management, and metadata tagging..., ELK, Kafka clusters, and graph database technologies Ability to translate business and operational requirements...
Build and maintain production-grade backend infrastructure and data services Support source monitoring, automated updates... systems Healthcare SaaS or payer/provider platform experience Knowledge graph or semantic retrieval experience Ideal...