Data Scientist – Naval Imagery & CV Pipelines

The Amatriot Group; Crane (IN); On-site; USD 80,000 - 95,000; Full time

Job summary

The Amatriot Group is seeking a Data Scientist to support the Navy’s CLIPS program by handling live imagery data, labeling, and ontology refinement. You will work on Linux-based AI/ML and computer vision workflows, and help define metadata schemas for complex video labeling.

On-site at NSWC Crane with travel, you will collaborate with government customers and engineers. Responsibilities include developing scalable data pipelines, documenting processes, and ensuring compatibility with large

Qualifications

• Experience with modern database design and management.
• Applied AI/ML for image processing.
• Experience with computer hardware.
• Experience with computer networking.

Responsibilities

• Provide annotated and labeled video from Naval Imagery Collection Services (NICS) collections, including descriptors of scene content, collection pedigree, and AI/CV-assisted target labeling of targets within the video.
• Provide recommendations for improving the fidelity in the ontology, which may include incorporating other data sources such as AIS, ADS-B, etc.
• Develop and deploy AI/ML and computer Vision workflow tools within Linux environments to support military motion imagery and analysis.
• Define metadata requirements and schemas to support the complex labeling of military motion imagery and live video streams.
• Develop metadata tools, automated scripts, and models to support streamlined imagery labeling and video processing pipelines.
• Develop efficient, Linux-compatible processes and tools for large-scale dataset preparation and dissemination.
• Develop and implement data models in various formats to support the growth of NICS toolsets and the richness of data captured during data collections; provide documentation, processes, and tools to perform this task.
• Identify, troubleshoot, and perform NICS hardware and Linux-based software upgrades to support evolving video collection requirements.

Skills

Linux environments

Computer vision architectures

Camera video processing pipelines

C++/Python programming

AI/ML for image processing

Written communication

Software development teamwork

EO domain knowledge

Tools

Databases

Networking

Job description

The Amatriot Group is seeking a Data Scientist to support the Navy’s CLIPS program by handling live imagery data, labeling, and ontology refinement. You will work on Linux-based AI/ML and computer vision workflows, and help define metadata schemas for complex video labeling.

On-site at NSWC Crane with travel, you will collaborate with government customers and engineers. Responsibilities include developing scalable data pipelines, documenting processes, and ensuring compatibility with large