Senior AI Engineer developing multimodal architectures and training systems for satellite imagery analysis at LiveEO. Blend of research and practical engineering for impactful AI systems.
Responsibilities
Design and prototype multimodal architectures that combine optical and SAR inputs;
Explore or adapt emerging foundation models for remote sensing tasks;
Benchmark different modeling strategies and evaluate performance across diverse datasets;
Build scalable training pipelines including tiling, sampling, augmentations, and distributed training workflows;
Optimize pipelines for throughput, memory, and cost using Databricks, PyTorch Lightning, and MLflow;
Automate experimentation, tracking, and comparison using MLflow and Databricks;
Ensure your models and pipelines integrate smoothly into LiveEO’s production systems.
Requirements
Strong Python engineering fundamentals with clean, maintainable coding style;
Deep experience with PyTorch and PyTorch Lightning;
Experience implementing and training deep learning models at scale;
Strong understanding of ML experimentation, versioning, and tracking via MLflow and Databricks;
Excellent problem-solving, debugging, and optimization skills;
Familiarity with AWS or other cloud platforms;
Geospatial experience is highly preferred, including tools such as GDAL, Rasterio, GeoPandas, STAC, and basic SAR preprocessing libraries.
Benefits
The opportunity to create a product that can improve business processes and lives across the globe;
Flexible working hours and hybrid work model - we trust our employees to get their work done while maintaining a healthy work-life balance;
We empower employees to drive their own career development, take initiative and have the freedom to be creative and bold;
Not an overtime culture - we take care that overtime is done only as a necessity and always offset with time off and rest;
A collaborative and learning environment - frequent internal workshops, knowledge sharing sessions, journal clubs and hackathons;
Office located in the centre of Berlin Kreuzberg with free fruit, nuts and drinks;
Potential to participate in the employee stock option program;
Urban Sports membership and BVG subsidy, corporate pension program;
A diverse and vibrant international environment of 30+ different nationalities.
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