About LiveEO
LiveEO is a young, dynamic team that thrives on big challenges and fast learning cycles. They are on a mission to break the "curse of Earth Observation": turning incredible satellite data into reliable, actionable decisions that people can trust and use in real operations. The team works in a fun, high-ownership environment where ambitious technical problems meet real-world impact.
Responsibilities
- Design and maintain robust ETL/ELT workflows using Prefect and Ray to ingest, process, and standardize massive volumes of satellite imagery
- Own the standardization of high-resolution SAR and optical imagery, focusing on normalization, tiling/chipping, and co-registration sanity checks to ensure data integrity
- Optimize the cloud-native stack on AWS, leveraging Databricks and PostgreSQL to manage metadata and operational data stores
- Partner closely with ML Engineers to deliver production-ready data components and inference interfaces that downstream teams can depend on
- Work hand-in-hand with the data annotation team to automate feedback loops on data quality and ensure datasets reflect real-world edge cases
- Implement monitoring signals and deterministic evaluation frameworks to ensure pipeline reproducibility across various geographies and acquisition conditions
Requirements
- Strong software engineering skills with a focus on clean, maintainable, and testable Python code
- Proficiency in using Prefect (or Airflow) and distributed computing frameworks like Ray or Anyscale
- Deep expertise in AWS infrastructure and Databricks for large-scale data processing
- Strong knowledge of PostgreSQL and managing complex metadata at scale
- A mindset that balances building robust, long-term infrastructure with the need for practical, iterative delivery
- Experience with GDAL, Rasterio, GeoPandas, and STAC for handling Earth Observation data is a plus
- Familiarity with PyTorch Lightning and MLflow to better support the ML R&D lifecycle is a plus
- Basic knowledge of SAR preprocessing libraries and data formats is a plus
Benefits
- The opportunity to create a product that can improve business processes and lives across the globe
- Flexible working hours and hybrid work model
- Empowerment to drive their own career development, take initiative and be creative
- Collaborative and learning environment with internal workshops, knowledge sharing, and hackathons
- Competitive compensation and benefits package including stock options and corporate pension
- Diverse and vibrant international team