Data Science / Machine Learning

Sequoia Connect

Ciudad de México, CDMX, MX

≈ 379,9 тыс.–498,8 тыс. ₽ · 4,7 тыс.–6,2 тыс. $ · 4,1 тыс.–5,4 тыс. €

82 500 – 108 333 MXN

🏢 Офис

Senior

Полная занятость

Продуктовая

Tech

Описание вакансии

Обязанности

•Build change detection models

•Calibrate anomaly detection models

•Communicate results to technical and business stakeholders

•Compute migration direction and mobility indices

•Design labeling strategy

•Develop dune migration tracking

•Evaluate model performance with ROC AUC

•Fine tune geospatial foundation models

•Fuse optical SAR DEM ERA5 wind data

•Implement SAR displacement analysis

•Implement geospatial model deployment workflows

•Ingest Copernicus data

•Prevent data leakage in train validation split

•Track displacement with amplitude change and coherence

•Validate detections against ground truth

Условия

•Agile delivery focus

•Remote work

Технологии: Backscatter, Change detection, Containers, Coordinate reference systems, Copernicus, Cross-validation, Data Pipelines, Feature tracking, GDAL, Geopandas, Geospatial Data, Geospatial data pipelines, ISCE, InSAR, LoRA, MLOps, NumPy, Optical Data, Optical Flow, Optical Flow Tracking, PEFT, Pixel Offset Tracking, Planetary Computer, PyTorch, Python, ROC-AUC, Rasterio, Reference systems, Reprojection, SAR, SAR Coherence, SAR Offset Tracking, SNAP, STAC, Scheduled Inference, Scikit-image, Sentinel Hub, Shapely, Spectral Indices, Thresholding, Time Series, UTM, Xarray