2 часа назад
Principal Research Scientist - Risk (AI)
180 000 - 220 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Principal Research Scientist - Risk (AI): Developing rigorous statistical, probabilistic, and decision models for utility infrastructure risk and resilience with an accent on asset failure, extreme weather, outages, and reliability. Focus on quantifying uncertainty, evaluating resilience investments, and determining the value of inspections, network data, and remote sensing for large-scale power systems.
Location: Remote, New York City
Salary: $180,000–$220,000 per year, plus equity
Company
develops AI and machine learning systems with physics-enabled digital twins of electricity grids, helping utilities assess infrastructure risks, optimize investments, and improve resilience.
What you will do
- Contribute to applied research on infrastructure risk, resilience, reliability, and policy.
- Define research agendas and establish standards for risk modeling, uncertainty quantification, model validation, and decision-making.
- Develop predictive models for equipment damage, vegetation failure, outage likelihood and duration, and wildfire-related risk.
- Design decision models that quantify the operational and economic impact of resilience and reliability investments.
- Evaluate the value of additional data, inspections, pole loading analysis, new devices, and remote sensing capabilities.
- Shape the research modeling function, analytical standards, product roadmap, and customer advisory services.
Requirements
- PhD in statistics, applied mathematics, physics, computer science, operations research, engineering, or a comparable record of original research and applied technical work.
- Substantial experience independently defining and executing a research agenda as a senior individual contributor or industry principal.
- Influential publications, patents, or production systems demonstrating research impact.
- Expertise in probabilistic modeling, uncertainty quantification, model validation, scientific computing, and decision-making under incomplete information.
- Experience modeling operational systems, such as insurance or catastrophe models, weather and climate hazards, power-system outages, or reliability engineering.
Culture & Benefits
- Equity component included in the compensation package.
- Access to network-scale utility data and a 3D physics-enabled platform for extreme-event analysis.
- Opportunity to work on novel, under-specified research problems and establish the research agenda.
- Flexible hours and working arrangements.
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