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...
) 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...
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...
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...
, 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...
. 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...
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...
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...
developments in deep learning and transformer architectures, graph approaches. On this team, team members apply the latest research... a broad stack of technologies - Python, AWS, Spark, modern state of the art models like transformers, graph ML...
/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...