4 дня назад
Meteorological Scientist - Data Assimilation and NWP
110 000 - 150 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Meteorological Scientist - Data Assimilation and NWP (Weather Forecasting and Balloon Observations): Improving numerical weather prediction and forecast quality by incorporating WindBorne’s balloon observations into traditional and AI-based data assimilation, with an accent on observational analysis, quality control, and statistical verification. Focus on developing data assimilation techniques, validating in-situ observations, designing scientific visualizations, and communicating findings to scientific, government, and business stakeholders.
Location: Redwood City or Redwood Shores, California, or Washington, DC; in-person work preferred.
Salary: $110,000–$150,000 per year, adjusted based on experience and background.
Company
develops weather intelligence using data from its proprietary balloon constellation, WindBorne Atlas, to improve forecasting and climate-related decision-making.
What you will do
- Evaluate and optimize the impact of balloon observations in traditional and AI-based data assimilation.
- Collaborate with the Machine Learning team to advance AI-based techniques for the WeatherMesh AI forecast system.
- Design visualizations and analyses demonstrating how in-situ observations affect forecast quality.
- Refine and develop quality-control algorithms for balloon observations.
- Communicate technical findings to scientific, government, and business stakeholders.
- Work with scientists, engineers, and flight controllers across the observation lifecycle.
Requirements
- Strong background in atmospheric sciences and weather analysis.
- Experience with data assimilation, numerical weather prediction, and observational data from radar, satellites, surface, and upper-air sources.
- Strong understanding of statistical methods for validating observation quality and verifying weather forecasts.
- Experience using LLMs to implement code.
- Master’s or Ph.D. in Atmospheric Sciences, Meteorology, or a related field preferred.
- Ability to learn unfamiliar domains quickly and work with a scrappy, hands-on approach.
Nice to have
- Experience with GSI, JEDI, GFS/FV3, or MPAS.
- Scientific programming experience in Python, Fortran, or C/C++.
- Experience with weather-observation instrumentation, including design, calibration, and quality control.
Culture & Benefits
- Health, dental, and vision insurance.
- 401(k) plan.
- Unlimited PTO.
- Stock option plan.
- Office food and beverages.
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