intelligent automation. This role focuses on building modular, scalable agents using both open-source and proprietary large...: Design and implement AI agents using Python, integrating both open-source frameworks (e.g., LangChain, VLLM, Ollama...
platform, delivered on-premises or in the cloud, combined with state-of-the-art open-source models that can be easily..., graph optimization, kernel fusion, and model partitioning. Experience with frameworks such as DeepSpeed, Megatron, vLLM...
emerging technologies (e.g., ML models, graph analytics) to enhance Insider Risk detection capabilities. Revisit Insider Risk... (APIs) from source systems of record to bring technical and non-technical indicators into the UEBA. Intermediate - Advanced...
, benchmark, and report performance trends at the operator and graph level. Document assumptions, APIs, and performance metrics... and ability to deliver well-documented, self-contained modules. Prior open-source contributions to PyTorch, TorchInductor...
visualizations in a knowledge graph tool for delivery to stakeholders Implement business concepts using ontology Understand... and develop new algorithms Statistical analysis to quantify completeness and validity of a data source Data organization...
, performance tuning, high-availability operations). Publication or open-source presence in the graph / recommendation / search... and equal opportunities. What you'll do Architect and evolve the graph data model that powers personalization, discovery...
strategy: maintaining dominance in traditional search engines while securing our position as the authoritative source in the..., including structured data (Schema.org), knowledge graph construction, and semantic search principles to help machines understand...
pipelines, attribute normalization, conflict/duplicate resolution, and multi-source identity stitching. Owning high-scale, low... following: Universal Directory–type platforms (Okta UD, JumpCloud, Rippling User Graph, ForgeRock Directory Services, Ping...
pipelines, attribute normalization, conflict/duplicate resolution, and multi-source identity stitching. Owning high-scale, low... following: Universal Directory-type platforms (Okta UD, JumpCloud, Rippling User Graph, ForgeRock Directory Services, Ping...
, and interaction with open-source system tools. Security & Optimization: Define and implement the complete security... optimization for our specific AI inference engine, applying both graph-level (e.g., operator fusion) and OP-level (e.g., custom ops...