Tango Sierra-Bravo - Electro‑Optical (EO) Imagery Data Scientist

Select Search Associates LLC

Arlington (VA)

On-site

USD 120,000 - 180,000

Full time

12 days ago

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Job summary

Tango Sierra-Bravo seeks an Electro‑Optical Imagery Data Scientist in Arlington, VA to apply AI/ML to ISR sensor data. You will process geospatial EO data, develop and test algorithms, and collaborate with SAR/EO teams to enable advanced pattern detection and object analysis.

The role requires deep EO imagery expertise, strong data science background, and ability to work across technical audiences. Occasional travel may be required.

Qualifications

  • Strong background in data science with experience in remote sensing, image processing, or image science.
  • 13 years of relevant experience and a Master’s degree (substitutions allowed for different degrees).
  • Experience with EO imagery (electro-optical) exploitation to detect objects and patterns.

Responsibilities

  • Obtain new data and assess latency, formats, and security domains.
  • Pre-process and standardize data to match data standards for labeling and model testing.
  • Collaborate with EO imagery scientists to provide coincident EO data and evaluate sensor characteristics.
  • Identify differences in metadata, data formats, and ETL processes for data ingestion.

Skills

Data science
Remote sensing
EO imagery

Education

Master's degree

Tools

Python
MATLAB
Google Earth Engine

Job description

Tango Sierra-Bravo - Electro‑Optical (EO) Imagery Data Scientist
  • Arlington, VA

Join a R&D program that is focused on usingArtificial Intelligence/Machine Learning (AI/ML) algorithms and models, particularly Computer Vision, applied to Intelligence, Surveillance, and Reconnaissance (ISR) sensors and platforms for object detection, object tracking, object classification, and pattern detection. The program isinvolved in developing, testing, fielding, and integrating Computer Vision models for geospatial data.Your job will be to process and condition the geospatial data, and to format it to specific standards so that it can be used for AI solution development. The background that we are looking for is twofold - Data Science experience and deep experience with EO imagery (electro-optical).You will get to join a highly functioning team to develop cutting edge solutionsfor complex problems.

Requirements:
  • Strong background in data scienceWITHexperience in at least one of the following: remote sensing, image processing, or image science
    • At least 4 years of experience with EO imagery…an understanding of collection, phenomenology, image formation process, and exploitation products
  • Background with electromagnetic spectrum (e.g., electro-optical) exploitation to detect occurrence and location of objects
  • Ability to develop, test, and evaluate new algorithms, processes, methodologies, and products using EO imagery including experience utilizing advanced processing tools (e.g., Python, MATLAB, Google Earth Engine, etc.) to automate scientific processes of EO imagery data to aid analysis.
  • Communication skills that allow you to engage with a variety of technical and non-technical audiences on availability and capabilities of EO imagery products, methodologies, procedures, and algorithms to enhance analysis.
  • Strong understanding of the principles of remote sensing and imagery processing and advanced exploitation methods
  • TS/SCI with CI Poly (we can pipeline your poly if you don’t already have it, but you must be willing to take the exam)
  • 13 years of relevant experience and a Master’s degree
    • (substitutions are allowed for different types of degrees, and many things can be applied towards experience – e.g., internships, certifications, professional publications, etc. )
What You Will Do:
  • Obtainnew data and identify potential latency associated with acquisition, data formats, and security domains
  • Pre-process and standardize data to match existing data standards or transform into a usable state for labeling and model testing purposes
  • Interactwith SAR Imagery Scientists to provide coincident EO imagery
  • Identify potential differences between new sensor characteristics and capabilities compared to currently utilized platforms
  • Identifypotential differences in metadata, data format, and data structure characteristics regarding 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 if there aregaps in thenewly obtained GEOINT or sensor datathat may need to be supplemented by other sources
Bonus Skills:
  • Experience applying CV and machine learning (ML) techniques to EO imagery and data to address intelligence problems
Other Information:
  • Occasional travel may be required outsideof the DC area to support events or exercises
  • Local travel may be required to attend meetings at government facilities
  • Surge support may be needed at times to support crisis situations
  • Work is located at CTR facility
  • Work schedule is flexible, but a good amount of team collaboration is required which generally occurs M-F from 0900-1500 EST and team members should do their best to be reachable during those core hours
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