What Impact You'll Have
GRVTY is seeking a motivated and experienced Imagery Scientist to serve as the subject matter expert on SAR imagery and provide technical direction across the full imagery acquisition and preparation lifecycle. The ideal candidate is an experienced SAR imagery scientist with a passion for advanced scientific problem solving, imagery exploitation, and operational intelligence support. This role will drive solutions informed by specific phenomenology limitations and advantages of sensors and platforms.
What You'll be Owning
- Integrate emerging sensors and platforms into existing data pipelines and workflows, including:
- Develop pipelines and relevant data structures for emerging capabilities
- Conduct assessment 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 regard to changes to:
- Databases and schemas
- APIs and other ETL-related processes
- Ingestion and movement of data within the existing data operations pipeline
- Determine how to acquire new data, including:
- Potential latency associated with acquisition
- Data formats and security domains
- Determine how to pre-process and standardize data to match existing standards or be transformed into a usable state for labeling and model development purposes, including:
- Converting between file format types
- Tiling full-size images into specified sizes or geospatial bounds
- Investigate gaps in emerging sensor capabilities that may require supplementation from other sources
- Explore options for coincident imagery collects from other imagery platforms to:
- Identify EO or other platforms with aligned geographic and temporal coverage
- Determine platforms with similar collection window to emerging data types
- Develop and implement mathematical conversion models to:
- Transform data labels across multiple imagery types (e.g., phase history data to complex image and magnitude detected image)
- Develop methods to execute tiling and pre-processing of full-size raw imagery into specified sizes and data formats while maintaining metadata and data integrity
- Generate tiles from full-size image collects with specified, precise geospatial boundaries, accounting for orthorectification to ensure geospatial accuracy at tile edges
What You Must Have
- Active TS/SCI Clearance with the ability to obtain a CI/Poly
- 4+ years as a SAR expert with understanding of:
- Collection and phenomenology
- Image formation processes
- Exploitation products and methodologies
- Hands-on experience with SAR data processing tools and libraries including:
- SARPy
- MATLAB SAR Toolbox
- Demonstrated experience with imagery quality metrics, including:
- RNIIRS and information theoretic-based image quality metrics
- SAR-specific metrics such as Integrated Sidelobe Ratio (ISLR) and Multiplicative Noise Ratio (MNR)
- Sensor metadata describing geometry impacts on phenomenology (e.g., graze, squint, azimuth)
- Experience exploiting SAR imagery to determine the occurrence and location of objects of interest
- Experience developing, testing, and evaluating:
- New algorithms, processes, methodologies, and exploitation products
- Automated scientific workflows using advanced processing tools including:
- Python
- MATLAB
- Google Earth Engine
- Deep understanding of:
- Remote Sensing Principles
- Advanced imagery processing and exploitation methods
- Sensor and platform limitations and advantages
- Proven ability to communicate technical concepts to:
- Technical audiences
- Non-technical stakeholders
- Intelligence users
What Would be Nice to Have
- Experience applying CV and machine learning (ML) techniques to SAR imagery and data to address intelligence problems
Pay Range: At GRVTY, we understand that compensation is influenced by many factors—such as geographic location, federal contract labor categories, wage rates, prior experience, skillsets, education, and certifications.
We’re proud to offer a work environment that empowers our team to achieve a strong work-life balance. GRVTY provides competitive pay, comprehensive benefits, and meaningful opportunities for professional growth.
Our benefits package is designed to support the well-being of our employees and their families, and includes coverage in areas such as healthcare, financial wellness, retirement planning, family assistance, continued education, and paid time off.
Why Choose GRVTY
The toughest national security challenges demand vision and ingenuity, not just resources. We deliver mission and technical expertise to outpace our adversaries. We’re purpose-built to tackle the most entrenched, systemic national security issues around the world.
We partner with our customers to help them overcome challenges in every corner of technology and defense—including the ones still being explored. Our growing capabilities create complementary advantages, giving on-the-ground operations the edge they need to succeed. We muster everything we have to answer every challenge presented, every day of our lives.
At GRVTY, we believe that when our employees thrive, our company thrives. That’s why we offer a comprehensive and competitive benefits package designed to support your well-being, growth, and work-life balance.
• Robust health plan including medical, dental, and vision
• Health Savings Account with company contribution
• Annual Paid Time Off and Paid Holidays
• Paid Parental Leave
• 401k with generous company match
• Training and Development Opportunities
• Award Programs
• Variety of Company Sponsored Events
EEO Statement
GRVTY, is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran and will not be discriminated against on the basis of disability.
Anyone requiring reasonable accommodations should email [email protected] or call 703-544-7930 with requested details. A member of the HR team will respond to your request within 2 business days.
Know Your Rights: Workplace Discrimination is Illegal (eeoc.gov)
Please review our current job openings and apply for the positions you believe may be a fit. If you are not an immediate fit, we will also keep your resume in our database for future opportunities.
Skills Required
- Active TS/SCI clearance with ability to obtain a CI/Poly
- 4+ years as a SAR expert with understanding of collection phenomenology, image formation, and exploitation methodologies
- Hands-on experience with SAR data processing tools and libraries (SARPy, MATLAB SAR Toolbox)
- Experience with imagery quality metrics (RNIIRS, information-theoretic metrics, ISLR, MNR) and sensor geometry metadata
- Experience exploiting SAR imagery to detect and locate objects of interest
- Experience developing, testing, and evaluating new algorithms, processes, and exploitation products
- Experience building automated scientific workflows using Python, MATLAB, and Google Earth Engine
- Deep understanding of remote sensing principles, advanced imagery processing, and sensor/platform limitations
- Proven ability to communicate technical concepts to technical and non-technical stakeholders, including intelligence users
- Experience applying computer vision and machine learning techniques to SAR imagery
What We Do
GRVTY is a national security and defense technology company that delivers mission and technical expertise in cyber, space, and spectrum. They provide automated ISR&T platforms, software, and data solutions to defense, intelligence, and homeland security customers, working on the frontlines against cyber adversaries.
