Data Scientist
Indexed description
Security Clearance: Secret
Job Type: Full-Time
Target Salary Range*:$80,000-95,000
- This represents the potential salary range for this position depending on education level, years of experience and/or certifications in addition to other position specific requirements which may impact salary
Key Responsibilities Technical Analysis and Evaluation
- 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.
- Review documentation and community feedback to generate a holistic ontology that captures the variety of scene content, enabling applications based on visual cues from motion imagery.
- Perform onsite data collection at scheduled test events using NICS camera and sensor hardware.
- Attend local meetings and training in support of the effort.
- Support LXN with engineering services as required.
- Travel is expected to be required in performance of this task.
- Be present on-site at NSWC Crane to support the effort with occasional telework authorized for weather, illness/recovery or defined special projects.
- Experience with modern database design and management.
- Applied Artificial Intelligence/Machine Learning (AI/ML) for image processing.
- Experience with computer hardware.
- Experience wit h computer networking.
- Excellent writing and communication skills pertaining to business planning and project development.
- An advanced level of knowledge and experience with Linux environments, Computer Vision (CV) architectures, and camera video processing pipelines.
- Experience working within a software development team.
- Coding experience in any major programing language.
- A basic understanding of Electro-Optic technical operational procedures and requirements.
- Knowledge of the government communities that work in and with EO.
- Advance computer programming language experience with C++/or Python.
- Information assurance Technical (IAT) Level II. Minimum Certification requirements must be met prior to performance and maintained throughout the period of performance.
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