Senior Computer Vision AI/ML Engineer (TS/SCI) {S}
On-site · King of Prussia, Pennsylvania, United States
Job Summary
As a Senior Computer Vision AI/ML Engineer, you will lead a team to implement AI/ML algorithms for computer vision applications in remote sensing, including Automatic Target Recognition and Multimodal Data Fusion. Key responsibilities include analyzing datasets, researching ATR solutions, training and deploying deep learning models, and providing technical documentation. Candidates must possess a BS degree with strong experience in AI/ML frameworks, and communication skills, alongside an active TS/SCI security clearance.
Required Qualifications
- BS in machine learning, computer science, computer vision, mathematics, or relevant fields
- Experience leading an interdisciplinary team of researchers and software developers
- Experience selecting a technical AI/ML approach and iterating as needed
- Experience with Python and Python machine learning frameworks: PyTorch, TensorFlow, Keras, PyTorch Lightning, scikit-learn / scikit-image, and/or OpenCV
- Experience training with convolutional-based CV models or transformer-based CV models
- Effective communicator with the ability to write and present technical reports
- 5+ years of experience, preferably in software development or as a data scientist with 3+ years of developing/training AI/ML models
- Active TS/SCI U.S. Government Security Clearance
Desired Qualifications
- MS or PhD in machine learning, computer science, computer vision, mathematics, or relevant fields
- Experience with Self-Supervised Learning (SSL) and student-teacher approaches
- Experience with applying AI/ML algorithms to Image Segmentation, Super Resolution, Image Denoising, Image Restoration, and Multi-INT Fusion
- Experience with Graph Convolutional Networks (GCNs) and applying them to CV-based problems
- Experience working with image processing chains for any of the following domains: SAR, EO, and OPIR
- Experience working with datasets of overhead imagery like xView, SpaceNet datasets, Functional Map of the World, xView3, MSTAR, HRSID, CAESAR, DOTA v1/v2, etc.
- Familiarity with using AWS cloud computing resources such as EC2, S3, Lambda, etc.
- Experience with version control processes and tools for code version control, data version control, and model version control
- Experience with Linux
- Experience with implementing tracking and fusion, and pattern-of-life algorithms
- Experience in application deployment, virtualization, and containerization
- Experience shaping and writing proposals
- Active TS/SCI with a Counter Intelligence (CI) or recent Full-Scope Polygraph (FSP) U.S. Government Security Clearance
Additional Requirements
- Active TS/SCI U.S. Government Security Clearance is required
- No visa sponsorship is available for this position.
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