Risk & Resilience Modeler (Climate Risk)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Risk & Resilience Modeler (Data Science/Engineering): Developing custom loss models for structures and infrastructure globally to connect physical climate risk to financial outcomes with an accent on vulnerability development and quantitative analytics. Focus on building damage models, analyzing historical loss data, and creating property-level adaptation scenarios using first principles of engineering and machine learning.
Location: Hybrid in New York City (In-office Monday, Wednesday, and Thursday)
Salary: $90,000 - $125,000
Company
is the standard for Climate Risk Financial Modeling, translating climate risk into decision-useful financial outcomes for investors, businesses, and property owners worldwide.
What you will do
- Develop custom loss models representing impacts to global structures and infrastructure to pair with hazard models.
- Create models of structure damage, repair time, and indirect impacts using engineering first principles, statistics, and machine learning.
- Analyze historical loss observational data to improve model accuracy and identify quality control issues.
- Perform statistical analysis to validate loss model predictions and assess uncertainties.
- Conduct background research in academic literature to inform quantitative modeling approaches.
- Create property-level adaptation scenarios to help customers understand the ROI of personal property protections.
Requirements
- Ph.D. (preferred) or Master's degree with 3+ years experience in structural engineering, civil engineering, operations research, or a related field.
- Strong background in vulnerability developments, statistics, and quantitative analytics.
- Hands-on experience developing risk models for buildings or infrastructure using ML or statistical methods.
- Experience with multi-hazard data, catastrophe models, and construction cost estimation data.
- Expertise using scripted languages like Python.
- Must be based in or able to work from New York City for the required hybrid schedule.
Nice to have
- Experience in developing scalable and generalized catastrophe risk models.
- Strong publication record and research experience in resilience modeling.
- Proficiency with Git and source control platforms.
- ML/AI experience and big data analysis in cloud environments (AWS, GCP, or Azure).
Culture & Benefits
- Ownership interest in the company via Employee Stock Option Plan.
- Comprehensive healthcare with 100% premium coverage for employees.
- Company 401(k) program with match.
- Generous time off including 15 vacation days, 10 sick days, and a winter break office closure.
- 12 weeks of paid parental leave.
- Tech startup environment with weekly team meals and stocked office snacks.
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