Exploitation Specialist / Imagery Scientist (SAR) Lead

Thomas & Herbert Consulting LLC
Springfield, United States of America
20 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Senior
Compensation
$ 263K

Job location

Springfield, United States of America

Tech stack

API
Databases
ETL
Data Structures
Google Earth
Image Quality
Information Theory
Python
Matlab
Machine Learning
DataOps

Job description

The Imagery Scientist is the subject matter expert on their respective imagery modality (e.g., Synthetic Aperture Radar). They shall provide technical direction and conduct the work necessary to acquire and prepare imagery of the necessary quality, standards, and requirements provided by the Government. Developed solutions should be informed by specific phenomenology limitations and advantages of the sensors and platforms in mind., * 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 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

  • 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.

  • Investigate any gaps in the emerging sensor capability that may need to be supplemented by other sources
  • Explore options for coincident imagery collects from other imagery platforms (e.g., EO platforms) that align with areas of emerging sensor's collection. Determine other platforms with similar geographic and temporal coverage.

Requirements

Do you have experience in Remote sensing?, * 6+ years as a SAR expert with understanding of collection, phenomenology, image formation process, and exploitation products.

  • Exhibit experience using SARPy and Matlab SAR toolbox
  • Experience in RNIIRS, information theoretic-based image quality metrics, SAR imagery quality metrics (e.g., Integrated Sidelobe Ratio, Multiplicative Noise Ratio), and sensor metadata describing impacts of geometry on phenomenology (e.g., graze, squint, azimuth)
  • Exhibit experience exploiting SAR to determine the occurrence and location of objects of interest
  • Exhibit experience developing, testing, and evaluating new algorithms, processes,

methodologies, and products using SAR imagery including experience utilizing advanced processing tools (e.g., Python, MATLAB, Google Earth Engine, etc.) to automate scientific processes of SAR imagery data to aid analysis

  • Exhibit experience communicating with a variety of technical and non-technical audiences on availability and capabilities of SAR imagery products, methodologies, procedures, and algorithms to enhance analysis.
  • Exhibit a deep understanding of the principles of remote sensing and imagery processing and advanced exploitation methods

Desired Skills:

  • Exhibit experience applying CV and machine learning (ML) techniques to SAR imagery and data to address intelligence problems, * advanced SAR exploitation and imagery science: 6 years (Required)

Benefits & conditions

Pulled from the full job description

  • Paid training
  • Referral program
  • On-the-job training
  • Professional development assistance
  • Tuition reimbursement
  • Parental leave
  • 401(k), * 401(k)
  • Dental insurance
  • Health insurance
  • Life insurance
  • On-the-job training
  • Paid time off
  • Parental leave
  • Professional development assistance
  • Referral program
  • Relocation assistance
  • Tuition reimbursement
  • Vision insurance

Pay: $260,000.00 - $263,000.00 per year, * 401(k)

  • Dental insurance
  • Health insurance
  • Paid time off
  • Tuition reimbursement
  • Vision insurance

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