Skip to Content

Staff Applied Scientist - Knowledge Graphs & AI

Job Overview

Staff Applied Scientist - Knowledge Graphs & AI role at Outreach (Remote, Remote · Hyderabad).

Key points

  1. Knowledge Graph Design & Construction: Architect and evolve per-tenant knowledge graph schemas, including entity resolution, temporal modeling…

  2. Architect NLP pipelines that extract structured knowledge from unstructured conversational and document data (sales calls, emails, CRM notes), including coreference resolution, relation extraction…

  3. Contextual Reasoning & Recommendation: Design reasoning and inference layers over the knowledge graph to power next-best-action suggestions, deal risk scoring, coaching recommendations…

  4. Design and train graph-based models (GNNs, relational embeddings, link prediction) over heterogeneous, multi-relational graph structures to support downstream reasoning and retrieval tasks. Diagnose and…

  5. PhD in a relevant field such as Computer Science, NLP, Machine Learning, or a related discipline with a focus on knowledge representation and reasoning…

  6. Strong engineering fundamentals. You can write production-quality code, not just prototype notebooks. Proficiency in Python; and graph databases or query languages (e.g., Neo4j…

  7. Comfort with ambiguity. You can take a vague product goal and decompose it into concrete technical problems. You don't need a fully scoped spec…

  8. Take end-to-end responsibility for research and model development initiatives, from problem formulation and data analysis through experimentation, production deployment, and ongoing performance monitoring…

Skills

PrototypingDeep LearningNLPCRMForecastingPythonMachine LearningData Analysis

Experience: Senior-level · Job type: Full-time

Similar jobs

More open roles like this one