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...
development and business growth of the graph database products. A senior PMT achieves this growth by shaping and leading product... and patterns for the full software/hardware/networks development life cycle, including coding standards, code reviews, source...
engineering teams to own the end-to-end developer experience-from the source control and language ecosystems that underpin... into a comprehensive product vision Fluent across functions-you're equally credible discussing build graph optimization with engineers...
with databases such as PostgreSQL, MySQL, ClickHouse, or graph databases (e.g., Neo4j). Understanding of Docker, microservices.... Knowledge of CRMs (e.g., Salesforce or other ticketing systems) and source control systems (e.g., SVN, GitHub). Certifications...
) 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...
, 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...
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...
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...
. Strong data and context instincts: SQL, unstructured data, vector search, metadata, provenance, freshness, source authority..., or other domains where software decisions affect real business operations. Experience with graph-based data models, knowledge graphs...