Storm Surge Specialist using Machine Learning

Join a multidisciplinary team of scientists, engineers, and mathematicians developing catastrophe models for the insurance and reinsurance industries. At Verisk, we are leading the way in generating new solutions based on machine learning and high-resolution numerical weather models to simulate storm surge inundation consistent with a changing climate. We are seeking an oceanographer or statistician to advance the expansion, support, and delivery of the hazard component of storm surge peril models. Your work will inform risk and capital management decisions globally. Qualifications: - Expertise in physics-informed machine learning algorithms - Proficiency in deep learning architectures, particularly Convolutional Neural Networks and Recurrent Neural Networks - Experience in handling large, complex datasets for efficient utilization - Strong understanding of data engineering for model training - Experience in a Linux based high-performance computing environment - Excellent written and verbal communication skills, with the ability to convey technical concepts clearly - A solutions-oriented mindset with a focus on delivering scalable, high-quality solutions - Strong understanding of model evaluation metrics and uncertainty quantification - Expert in Python preferred, R also accepted - Statistical analysis skills - Experience with modeling on GPU architectures - Version control in Git Requirements: - Ph.D. in oceanography or atmospheric science, that makes heavy use of data science, applied mathematics, or a related field; or Masters with 3+ years of relevant experience. Verisk has been the leading data analytics and technology partner to the global insurance industry for over 50 years. We empower communities and businesses to make better decisions on risk, faster. Join us and create an exceptional experience for yourself and a better tomorrow for future generations. Verisk Businesses: - Underwriting Solutions - Claims Solutions - Property Estimating Solutions - Extreme Event Solutions - Specialty Business Solutions - Marketing Solutions - Life Insurance Solutions - Verisk Maplecroft Verisk Analytics is an equal opportunity employer. Apply for this position here: [Verisk Careers Page](https://www.verisk.com/company/careers/),