Job Description
Day-to-day tasks may include but not be limited to:
- Conducting assessments of potential differences between new sensor characteristics and capabilities compared to currently utilized platforms.
- Assessing potential differences in metadata, data format, and data structure characteristics in regards to changes to databases schemas, APIs, and other ETL related processes for the ingestion and movement of data when integrating into the existing data operations pipeline.
- Determining how to acquire new data, potential latency associated with acquisition, data formats, and security domains. In addition, the Lead will pre-process and standardize the data to match existing data standards or to be transformed into a usable state for labeling and model testing purposes. This may involve converting between file format types or tiling full-size images into specified sizes or geospatial bounds.
- Investigating any gaps in the emerging sensor capability that may need to be supplemented by other sources.
- Collaborate with SAR Imagery Scientists to provide coincident EO imagery in alignment with the areas and temporal windows of emerging sensor’s collection.
