3 дня назад
Senior Geospatial Data Scientist (Satellite Imagery)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Geospatial Data Scientist (Satellite Imagery): Building geospatial models and pipelines that fuse satellite imagery, AIS, and other data to detect and predict vessel behavior with an accent on earth observation, computer vision, and maritime intelligence. Focus on developing production-ready models on GCP, investigating deceptive maritime activity, and validating large-scale geospatial and time-series datasets.
Location: London, United Kingdom; Houston, Texas, United States; or Washington, DC, United States
Company
is a geospatial intelligence company producing intelligence from satellite imagery, vessel-tracking signals, proprietary machine learning models, and analyst expertise across maritime and energy domains.
What you will do
- Develop geospatial models and pipelines that fuse AIS data with optical and SAR satellite imagery.
- Detect vessel behavior, anomalies, deceptive activity, dark vessels, AIS spoofing, and ship-to-ship transfers.
- Apply computer vision to satellite imagery for vessel detection, classification, and attribution.
- Build and validate detection and prediction models using large-scale geospatial and time-series datasets.
- Take models from prototype through production on GCP in collaboration with engineering.
- Investigate new data sources and communicate model behavior to technical and non-technical stakeholders.
Requirements
- Strong background in geospatial data science, spatial data, coordinate systems, and geospatial analysis.
- Experience working with earth observation data, including electro-optical or synthetic aperture radar imagery.
- Computer vision experience, such as object detection or classification applied to imagery.
- Strong Python skills and practical experience with predictive modeling, classification, evaluation, and iteration.
- Ability to work independently, solve ambiguous problems, and clearly explain reasoning and approaches.
Nice to have
- Experience with AIS vessel-tracking data.
- Familiarity with GCP, BigQuery, Vertex AI, or equivalent cloud data platforms.
- Experience with QGIS, GDAL, GeoPandas, PyTorch, scikit-learn, or similar tools.
- Background in maritime, defense, intelligence, or energy domains.
Culture & Benefits
- Collaboration with data science and engineering teams on shared infrastructure, pipelines, and tooling.
- Work spanning commercial energy, financial, government, defense, and intelligence use cases.
- Opportunity to develop models from research prototypes into production systems.
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