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GRVTY

RF signature collection for defense

Imagery Scientist - Eo

Computer VisionConfirmed live in the last 24 hours
Full-timeFalls Church, VA, USA$180k - $210kIn-person

About the Job

Requirements

  • Active Top Secret/Sensitive Compartmented Information clearance with the ability to obtain a counterintelligence polygraph.
  • Understanding of collection and phenomenology, image formation processes, and exploitation products and methodologies.
  • Experience exploiting the electromagnetic spectrum, such as electro-optical imagery, to determine the occurrence and location of objects of interest.
  • Experience developing, testing, and evaluating new algorithms, processes, methodologies, and exploitation products.
  • Experience developing, testing, and evaluating automated scientific workflows using Python, MATLAB, and Google Earth Engine.
  • Deep understanding of remote sensing principles, advanced imagery processing and exploitation methods, and sensor and platform limitations and advantages.
  • Ability to communicate technical concepts to technical audiences, non-technical stakeholders, and intelligence users.

Responsibilities

  • Integrate emerging sensors and platforms into existing data pipelines and workflows by developing pipelines and relevant data structures for emerging capabilities and incorporating new data types into existing data workflows.
  • Assess potential differences between new sensor characteristics and capabilities and currently utilized platforms.
  • Assess potential differences in metadata, data formats, and data structures in relation to databases and schemas, APIs and other extract-transform-load processes, and ingestion and movement of data within existing data operations pipelines.
  • Determine how to acquire new data, including potential acquisition latency, data formats, and security domains.
  • Determine how to preprocess and standardize data to match existing standards or transform it into a usable state for labeling and model development, including converting between file formats and tiling full-size images into specified sizes or geospatial bounds.
  • Investigate gaps in emerging sensor capabilities that may require supplementation from other sources.
  • Collaborate with Synthetic Aperture Radar Imagery Scientists to provide coincident electro-optical imagery aligned with geographic areas and temporal windows of emerging capabilities.
  • Develop and implement mathematical conversion models to transform data labels across multiple imagery types and convert between orthorectified and non-orthorectified imagery.
  • Develop methods to tile and preprocess full-size raw imagery into specified sizes and data formats while maintaining metadata and data integrity.
  • Generate tiles from full-size image collections with specified pixel dimensions or geospatial boundaries, accounting for orthorectification to ensure geospatial accuracy at tile edges.
  • Analyze and assess image quality and sensor metadata.
  • Manage day-to-day imagery curation, acquisition, and preprocessing activities.

Desired Qualifications

  • Experience applying computer vision and machine learning techniques to electro-optical imagery and data to address intelligence problems.

About the Company

GRVTY

RF signature collection for defense

GRVTY develops tools for national security by collecting real-time RF signatures and delivering situational awareness for defense operations. Its flagship product, SPEAR (Special Purpose Environmental Activity Recorder), is a compact, cost‑effective device that can be quickly deployed to gather radio-frequency signals in both land and maritime environments. The data from SPEAR feeds into comprehensive data platforms that turn raw RF signals into actionable insights for asset management and command decisions. Compared with other defense vendors, GRVTY emphasizes rapid field deployment, portability, and a tight integration between hardware for RF data collection and software platforms for analysis, enabling users to maintain a strategic edge in volatile, globally influenced threats. The company aims to help defense clients monitor, understand, and respond to evolving risks by providing reliable RF intelligence and platforms that support real-time decision making.

Company size
501-1,000
Company stage
Not listed
Total funding
Not listed
Headquarters
McLean, VA
Founded
2024

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