Data Science - Senior
GRVTY, LLC
Dayton, OH, United States
about 1 month ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
10 years minimum
Working hours
Regular working hours
Job source
Tech stack
Computer Vision
C++ (Programming Language)
Software Documentation
Code Review
Data Structures
Geospatial Intelligence
Python (Programming Language)
Object Detection
Tensorflow
Software Engineering
Supervised Learning
Pytorch
+5 more
IT Architecture
Software Security
Deep Learning
Information Technology
Unsupervised Learning
Job description
- Develop computer vision prototypes to detect and predict interactions between objects in multi-modal imagery.
- Implement unsupervised and supervised learning methods to support mission-specific analytic workflows.
- Build and manage datasets for training and evaluation in collaboration with subject matter experts (SMEs).
- Integrate prototypes into NASIC and broader DoD/IC IT architectures. Design and maintain data structures (“memory systems”) that store learned patterns, support dynamic updates, and provide auditability.
- Follow secure software development practices, leveraging Python (preferred, v3.11+) and/or C++ in government repositories.
- Conduct prototype reviews, code walkthroughs, and demonstrations with NASIC stakeholders.
- Participate in bi-weekly technical interchange meetings and status updates.
Requirements
- At least 10 years of software development experience
- Active TS/SCI security clearance
- Advanced degree in Computer Science, Data Science, Electrical Engineering, or related field, or equivalent experience.
- Strong proficiency in Python (PEP8, Google Style Guide, type hints, docstring conventions) and familiarity with C++.
- Experience with deep learning frameworks (e.g., PyTorch, TensorFlow) for computer vision applications.
- Background in object detection, scene understanding, and spatial reasoning.
- Hands-on experience with unsupervised learning methods and dataset development.
- Ability to work in secure environments and follow strict code review and documentation standards.
What Would Be Nice to Have
- Knowledge of geospatial intelligence (GEOINT) workflows and imagery modalities.
- Familiarity with Air Force / DoD software security constraints and classified development practices.
- Experience designing dynamic and auditable data structures for knowledge persistence.
- Ability to collaborate closely with government technical managers (GTMs) and SMEs in a fast-paced prototyping environment.
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