Data Scientist, Wind Modeling
Remote
Applications have closed
One Concern
Our mission is to make disasters less disastrous. We integrate hazard science with cutting edge AI/ML to help customers uncover their blindspots, and make better decisions. %
"So, what do you do?" When you join One Concern, your answer will be about how your work helps to protect people from extreme and unpredictable events. And how your team is working to solve humankind’s greatest challenge. If an uncommon answer to a very common question intrigues you, please continue reading.
One Concern brings disaster science together with machine learning for better decision-making. We quantify resilience from catastrophic perils, empowering leaders to measure, mitigate, and transfer risk. We believe that by pioneering cutting-edge science, we can make disasters less disastrous and, ultimately, build planetary-scale resilience.
One Concern is growing rapidly and we are looking for a passionate and motivated Data Scientist, Wind Modeling to join our team.
One Concern brings disaster science together with machine learning for better decision-making. We quantify resilience from catastrophic perils, empowering leaders to measure, mitigate, and transfer risk. We believe that by pioneering cutting-edge science, we can make disasters less disastrous and, ultimately, build planetary-scale resilience.
One Concern is growing rapidly and we are looking for a passionate and motivated Data Scientist, Wind Modeling to join our team.
What You’ll Do
- Calibrate and validate flood prediction pipeline in deployment regions
- Evaluate model predictions and quantify uncertainties between observed and predicted outcomes using statistical and GIS tools
- Suggest, research and implement improvements of model calibration and validation process, including automation of calibration and validation process for scalable and speedy deployment
- Collect, analyze and efficiently manage a wide variety of structured and unstructured data (such as river gauge, damage and loss data) used in the development and validation of catastrophe models
- Provide support on ad-hoc analysis and reports
- Research on inclusion of wind modeling into existing product, including modeling hurricane wind field based on hurricane tracks, modeling hurricane induced rainfall field
Qualifications
- 2+ years of experience in the area of wind modeling and/or flood modeling 1+ year experience in quantitative analytics and/or statistics
- Flexible to work on flood modeling as well as wind modeling
- Strong drive to learn new topics and skills and to develop innovative products for our customers
- Experience with scientific computing in an interpreted language (e.g. Python) is a plus
Nice to Haves
- Experience in storm surge modeling, wind modeling
- Experience modeling the inundation pattern of hurricanes
- Experience in calibrating and validating large scale flood pipeline, and flood risk modeling
- Experience in Parallel programming in GPU and cloud computing
- Understanding of MySQL, Postgres, relational databases etc.
Tags: GPU Machine Learning MySQL PostgreSQL Python RDBMS Research Statistics Unstructured data
Perks/benefits: Flex hours Team events
Region:
Remote/Anywhere
Job stats:
28
6
0
Category:
Data Science Jobs
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Lead Data Analyst jobs
- Open MLOps Engineer jobs
- Open Data Science Manager jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Engineer II jobs
- Open Sr Data Engineer jobs
- Open Data Manager jobs
- Open Principal Data Engineer jobs
- Open Data Analytics Engineer jobs
- Open Power BI Developer jobs
- Open Junior Data Scientist jobs
- Open Business Intelligence Developer jobs
- Open Data Scientist II jobs
- Open Senior Data Architect jobs
- Open Product Data Analyst jobs
- Open Sr. Data Scientist jobs
- Open Business Data Analyst jobs
- Open Manager, Data Engineering jobs
- Open Big Data Engineer jobs
- Open Data Analyst Intern jobs
- Open Data Quality Analyst jobs
- Open Principal Data Scientist jobs
- Open Data Product Manager jobs
- Open Azure Data Engineer jobs
- Open Junior Data Engineer jobs
- Open Data quality-related jobs
- Open Business Intelligence-related jobs
- Open ML models-related jobs
- Open GCP-related jobs
- Open Data management-related jobs
- Open Privacy-related jobs
- Open Java-related jobs
- Open Finance-related jobs
- Open Data visualization-related jobs
- Open APIs-related jobs
- Open Deep Learning-related jobs
- Open PyTorch-related jobs
- Open Consulting-related jobs
- Open Snowflake-related jobs
- Open TensorFlow-related jobs
- Open PhD-related jobs
- Open CI/CD-related jobs
- Open NLP-related jobs
- Open Kubernetes-related jobs
- Open Data governance-related jobs
- Open Airflow-related jobs
- Open Hadoop-related jobs
- Open LLMs-related jobs
- Open Databricks-related jobs
- Open DevOps-related jobs