Machine Learning Engineer - Computer Vision

About this role

CaseGuard seeks a Computer Vision Machine Learning Engineer to develop and deploy AI models for image and video processing applications serving law enforcement, federal agencies, and other sectors. You'll optimize vision-based solutions, manage model lifecycles from training to production, and collaborate with cross-functional teams to integrate machine learning into business processes.

What you'll do

• Design and deploy computer vision models for object detection, tracking, segmentation, and facial recognition
• Optimize deep learning algorithms for real-time performance and scalability
• Prepare and preprocess large datasets for model training and evaluation
• Deploy models to production and monitor performance for reliability
• Collaborate with software engineers and product teams on data-driven opportunities
• Document implementations to ensure reproducibility and maintain code quality

What they're looking for

• Deep learning frameworks (TensorFlow, PyTorch, Huggingface Transformers)
• Python and C++
• Image and video processing techniques
• MLOps and cloud deployment (AWS, Azure, Google Cloud)
• Data manipulation (Pandas, NumPy, SQL)
• Model serving tools (ONNX, Triton, vLLM)
• Machine learning algorithms and supervised/unsupervised learning
• Docker and Kubernetes (preferred)

Benefits

• Competitive salary
• Stock options
• Medical, dental, and vision insurance
• 401(k)
• Paid vacation and 10 paid holidays annually
• Learning-focused and collaborative work environment