Geospatial Applied Scientist/小型SAR衛星の開発および観測データを活用したソリューションサービス提供企業の求人

Responsibility
- Understand and organize customer needs from the internal business teams, partners, and customers.
- Develop and improve analytics models using StriX and other data.
- Support communicating analytics with the stakeholders.

Details of work
- Research algorithms and develop code to extract insights from SAR imagery.

- Determine a suitable approach for each problem based on literature review and trials. Various tools can be utilized such as image processing, statistical learning, deep learning, etc

- Enrich your models by considering other types of information alongside SAR images (optical satellite, infrastructure polygons, weather data, etc)

- Closely collaborate with other scientists and also business members to find suitable solutions to various requests or issues.

- Utilize version control systems like Git to manage software code and collaborate with team members efficiently.

- Help finding and developing suitable visualization for various models and solutions.

- Continuously improve your skills and those of your team.

Requirements:
- Bachelor’s Degree in Data Science, Statistics, Computer Science, or related field.
- Production-ready proficiency in Python, including the scientific Python stack (NumPy/Pandas/Scikit-learn/SciPy).
- Familiarity with common raster and vector data formats, and hand-on experience with GDAL and Python geospatial libraries (rasterio, GeoPandas, shapely).
- Experience building analytics with geospatial data.


Preferred qualifications
- Master’s Degree in Data Science, Statistics, Computer Science, or related field.
- Experience with SAR data, pre-processing and utilizing it in earth observation applications.
- Strong foundations in both classical ML and deep-learning, with hands-on experience with pytorch and/or other ML frameworks.
- Experience applying computer vision/ML methods to geospatial data.
- Fluent oral and written communication skills in Japanese to convey techniques and results of analyses clearly to both experts and non-experts.

・SAR画像データ販売
・衛星データを利用したソリューションサービス
・小型SAR衛星の開発・運用