Storm Surge Specialist using Machine Learning

  • Hyderabad, Telangana
  • Permanent
  • Full-time
  • 23 days ago
Job Category: Data Science and Business IntelligenceJob Description: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.Responsibilities:Key ResponsibilitiesContribute to pioneering storm surge research and model development in a framework where machine learning and numerical modeling are the basis of the storm surge modeling. * Develop process improvement to optimize model performanceDevelop and maintain codebase, apply version control (e.g. Git) best practicesQualifications: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 modelling 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 Master's with 3+ years of relevant experience.
About Us:For over 50 years, Verisk has been the leading data analytics and technology partner to the global insurance industry by delivering value to our clients through expertise and scale. We empower communities and businesses to make better decisions on risk, faster.At Verisk, you'll have the chance to use your voice and build a rewarding career that's as unique as you are, with work flexibility and the support, coaching, and training you need to succeed.For the eighth consecutive year, Verisk is proudly recognized as a Great Place to Work® for outstanding workplace culture in the US, fourth consecutive year in the UK, Spain, and India, and second consecutive year in Poland. We value learning, caring and results and make inclusivity and diversity a top priority. In addition to our Great Place to Work® Certification, we've been recognized by The Wall Street Journal as one of the Best-Managed Companies and by Forbes as a World's Best Employer and Best Employer for Women, testaments to the value we place on workplace culture.We're 7,000 people strong. We relentlessly and ethically pursue innovation. And we are looking for people like you to help us translate big data into big ideas. Join us and create an exceptional experience for yourself and a better tomorrow for future generations.Verisk Businesses- provides underwriting and rating solutions for auto and property, general liability, and excess and surplus to assess and price risk with speed and precision- supports end-to-end claims handling with analytic and automation tools that streamline workflow, improve claims management, and support better customer experiences- offers property estimation software and tools for professionals in estimating all phases of building and repair to make day-to-day workflows the most efficient- provides risk modeling solutions to help individuals, businesses, and society become more resilient to extreme events.- provides an integrated suite of software for full end-to-end management of insurance and reinsurance business, helping companies manage their businesses through efficiency, flexibility, and data governance- delivers data and insights to improve the reach, timing, relevance, and compliance of every consumer engagement- offers end-to-end, data insight-driven core capabilities for carriers, distribution, and direct customers across the entire policy lifecycle of life and annuities for both individual and group.- provides intelligence on sustainability, resilience, and ESG, helping people, business, and societies become strongerVerisk Analytics is an equal opportunity employer.All members of the Verisk Analytics family of companies are equal opportunity employers. We consider all qualified applicants for employment without regard to race, religion, color, national origin, citizenship, sex, gender identity and/or expression, sexual orientation, veteran's status, age or disability. Verisk's minimum hiring age is 18 except in countries with a higher age limit subject to applicable law.Unsolicited resumes sent to Verisk, including unsolicited resumes sent to a Verisk business mailing address, fax machine or email address, or directly to Verisk employees, will be considered Verisk property. Verisk will NOT pay a fee for any placement resulting from the receipt of an unsolicited resume.

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