Rackner
AI/ML Engineer (Active TS/SCI )
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Job Description
Job Title: AI/ML Engineer
Location
Dayton, OH
Employment Type
Full-Time
Clearance requirements
TS/SCI
About the Role
Rackner is seeking a highly skilled AI/ML Engineer to design, develop, and deploy advanced machine learning solutions that support mission-critical systems. This role will focus on building scalable models, developing training pipelines, and collaborating with cross-functional teams to deliver impactful AI-driven solutions.
Key Responsibilities
- Design, develop, and implement machine learning and deep learning models
- Build and optimize model architectures including CNNs, RNNs, and transformer-based models
- Develop and deploy Large Language Models (LLMs) and object detection systems (e.g., YOLO, Faster R-CNN)
- Perform feature engineering and prepare high-quality datasets for training and evaluation
- Create and maintain AI/ML training runbooks and documentation
- Collaborate with data engineers and software teams to integrate models into production systems
- Ensure reproducibility through data versioning and metadata standards
- Continuously evaluate and improve model performance and scalability
Required Qualifications
* Strong proficiency in designing and implementing model architectures, including: * + Convolutional Neural Networks (CNNs) + Recurrent Neural Networks (RNNs) + Transformer-based architectures + Large Language Models (LLMs) + Object Detection models (e.g., YOLO, Faster R-CNN) * Hands-on experience with: * + PyTorch and/or TensorFlow + Hugging Face, Ollama, or similar frameworks * Experience with data engineering concepts, including: * + Feature engineering and dataset preparation + Data versioning tools (e.g., lakeFS) + Metadata standards such as STAC * Ability to create clear and effective AI/ML training runbooks * Strong problem-solving skills and ability to work in a collaborative environment
Preferred Qualifications
* Experience depl...
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