AI/ML Engineer (Computer Vision)
CACI International1 day ago
Base Salary
$104k - $218k/yr
Responsibilities
- Lead a three-person computer vision AI/ML team, setting technical direction, sprint goals, coding standards, and model evaluation metrics.
- Design, modify, and train custom YOLO architectures from scratch for full-motion video object detection.
- Architect secure pipelines for ingesting, cleaning, preprocessing, and training on production-recorded video data.
- Define annotation standards, curate datasets, and address class imbalance, weather variation, and low-contrast conditions.
- Optimize model speed and accuracy using NVIDIA GPU-acceleration technologies.
- Collaborate with video streaming engineers, software engineers, and system architects to integrate live computer vision inference.
- Translate system requirements into technical tasks and serve as the AI/ML pod’s primary point of contact in an Agile/Scrum environment.
Requirements
- Bachelor’s, Master’s, or Ph.D. in Computer Science, Data Science, Electrical Engineering, or a related field with an AI/ML focus.
- At least 7 years of related technical experience, including at least 4 years developing and deploying deep learning or computer vision models with a focus on object detection.
- Advanced experience with YOLO architectures, training models from scratch, custom anchor boxes, loss-function modification, and hyperparameter tuning.
- Experience with PyTorch or TensorFlow, OpenCV, Python, GPU acceleration, video streams, and frame-by-frame processing.
- Experience with data curation, active learning, and annotation tools such as CVAT, Label Studio, or Roboflow.
- U.S. citizenship and ability to pass a CBP background investigation, including checks related to felony convictions, illegal drug use, and misconduct.
- Local availability for a hybrid work schedule in Ashburn, Virginia.
- Preferred experience with multi-object tracking, AWS AI infrastructure, edge-device deployment, and federal or CBP datasets.
Benefits
- Flexible time off, healthcare, wellness, financial, retirement, family support, continuing education, and other time-off benefits are offered.
- The role offers learning and development resources and a hybrid schedule in Ashburn, Virginia.
- The position is full time, regular employment with up to 10% local travel.
Categories
About CACI International
CACI International is a public government contractor that delivers enterprise IT, cybersecurity, electronic warfare, space, and intelligence solutions to U.S. defense, intelligence, and federal civilian customers. It provides systems engineering, software and data services, and mission support across C4ISR and business systems, primarily through long-term government contracts. Founded in 1962 and headquartered in Reston, Virginia, CACI trades on the NYSE under the ticker CACI.