AI
American Family InsuranceDistinguished AI Architect
AI Architect developing data and AI architecture solutions for American Family Insurance. Leading integration design and participating in M&A discussions to achieve business outcomes.
About the role
- 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.
Job title
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