Imagery Anst Prin
BAE Systems USA
Job Description The Senior EO Imagery Analyst / Scientist shall 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.
- 6+ years as an Electro-Optical (EO) Analysis expert with understanding of collection, phenomenology, imagery formation process, and exploitation products. An approved degree, may be substituted for some experience.
- At least 3 years of experience exploiting the electromagnetic spectrum determine the occurrence and location of objects of interest.
- Demonstrated experience with EO imagery quality metrics and sensor metadata describing impacts of geometry on phenomenology.
- Strong in communicating with a variety of technical and non-technical audiences on the availability and capabilities of EO imagery products, methodologies, procedures, and algorithms to enhance analysis.
- 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 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 1 day ago
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