Senior Principal Data Scientist, AEC
Core
Designing fundamental experiences for a next-generation agentic product platform that combines domain-specific AI agents into a unified harness for complex, multi-step, personalized work.
Role type
Senior Principal Data Scientist (Founding role)
Builds
Measurement and intelligence tools, predictive models, and analytical frameworks for an AI-powered agentic product platform.
Domain
Artificial Intelligence / Agentic Systems / Product Analytics
Deliverable
production ML models
Required skills
Predictive modeling (classification, survival analysis, sequence models, LTV/propensity), AI system design, behavioral analytics, data instrumentation and telemetry standards, experimentation strategies (A/B testing, causal inference), AI evaluation methodologies (LLM-as-a-Judge, human-in-the-loop), translating ambiguous product questions into structured analytical programs
Preferred skills
Experience with emerging AI technologies (LLMs, MCP, tool-use frameworks, RAG architectures), deep experience with nondeterministic AI outputs, executive-level communication
Technologies
LLMs, agentic systems, MCP, tool-use frameworks, RAG architectures
Responsibilities
Design and implement predictive models to analyze user behavior and intent; Define data instrumentation and observability standards for agent-based systems; Develop frameworks for optimizing non-deterministic user experiences; Collaborate on integrating predictive intelligence into agent orchestration; Create analytical models for business intelligence and forecasting; Guide experimentation strategies including A/B testing and causal inference; Provide technical leadership on data architecture and model selection
Seniority
Senior Principal, Founding IC with strategy & mentorship
