Staff Data Scientist: Semantic Substrate Incubation

📋 Description

• Lead discovery and mapping of raw event logs to vertical ontologies.
• Design a Concept Graph to anchor memory and AI accuracy.
• Build autonomous agents via Reward Signal Extraction and Context-Aware actions to infer KPIs from logs.
• Reduce agentic risk with Off-Policy Evaluation and world models to simulate scenarios.
• Automate 80% of context mapping to scale engineering.

🎯 Requirements

• A proven track record in AI/ML delivering high impact AI systems at scale (10+ years).
• Deep graph expertise with AWS Neptune and SPARQL.
• Production level data pipelines with Apache Spark PySpark/Scala.
• Modern LLM orchestration using LangChain, LlamaIndex, or equivalent.
• Cloud architecture with Python and AWS (EC2, Lambda, S3, CloudFormation, CDK, Terraform).

🎁 Benefits

• Dedicated Growth Time: 10% of time each quarter for growth and research.
• Continuous Learning Stipend for books, papers, and subscriptions.
• Conference & Publication Support for AI conferences and travel.
• Top-Tier Health & Wellness with comprehensive coverage and flexible PTO.