Imagery Anst Sr
BAE Systems USA
Job Description The EO Imagery Geospatial Analyst / Scientist will provide geospatial and imagery expertise and quantitative analysis to make recommendations that improve data curation and development in support of Machine Learning (ML) algorithm testing and evaluation. Day-to-day tasks may include but not be limited to:
- Assist the EO Lead in conducting assessments of potential differences between new sensor characteristics and capabilities compared to currently utilized platforms.
- Assess potential differences in metadata, data format, and data structure characteristics in regards to changes to databases, schemas, API's and other ETL related processes for the ingestion and movement of data when integrating into the existing data operations pipeline.
- Determine how to acquire new data, potential latency associated with acquisition, data formats, and security domains.
- Determine how to 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.
- 5+ years experience with Electro-Optical (EO) Imagery analytical products and conducting multi-INT analysis products. An approved degree, may be substituted for some experience.
- At least 3 of the 5 full-time years of experience utilizing structured, unstructured, and semi-structured data and visualization tools to exploit data through use of programming and scripting, including advanced geospatial skills with an excellent understanding of how to apply evolving technology and methodologies to related issues.
- Demonstrated experience with EO imagery quality metrics and sensor metadata describing impacts of geometry on phenomenology.
- Strong interpersonal skills with adaptability working within a team environment.
- An understanding of the principles of remote sensing and imagery processing and advanced exploitation methods.
- General experience in Machine Learning (ML) techniques to EO imagery and data to address intelligence problems is desired.
- A current TS/SCI Security clearance with ability to obtain CI Poly if necessary.
- Experience applying Computer Vision (CV) and machine learning (ML) techniques to EO imagery to address intelligence problems.
Vacancy posted 22 hours ago
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