Senior Principal Data Scientist, AEC
AMER - United States - California - Irvine - 100 Progress, United States
USD 157K-285K Senior-level Full Time
Tasks
- Apply causal inference methods
- Build analytical models and reporting frameworks
- Define data instrumentation and telemetry
- Design predictive models
- Develop frameworks for non deterministic user experiences
- Ensure system scalability
- Establish observability standards
- Evaluate agent performance
- Integrate predictive intelligence into agent orchestration
- Provide technical leadership on data architecture
- Recommend model selection
- Run experimentation with A B testing
- Translate ambiguous product questions into analytical programs
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | Agentic Systems | B testing | Behavioral analytics | Causal Inference | Classification | Event schema | Human-in-the-loop | Instrumentation | LLM | LTV modeling | Language Models | Large Language Models | Machine Learning | Model Evaluation | Observability | Predictive Modeling | Propensity Modeling | RAG | Retrieval-Augmented Generation | Sequence Modeling | Survival analysis | Telemetry | The Loop
Education
N/A
Regions
Countries
States
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