Job Title: AI/ML Engineer Computer VisionJob Category: Information TechnologyTime Type: Full timeMinimum Clearance Required to Start: NoneEmployee Type: RegularPercentage of Travel Required: Up to 10%Type of Travel: Local* * *The Opportunity:CACI is currently looking for a Senior AI/ML Computer Vision Engineer with Agile methodology experience to join our BEAGLE Border Enforcement Applications for Government Leading-Edge Information Technology Agile Solution Factory ASF Team supporting the Customs and Border Protection CBP client located in Northern Virginia!Responsibilities:As the Senior AI/ML Engineer and Team Lead for our newly formed Computer Vision team, you will lead a dedicated 3-person pod focused on designing, training, and deploying custom, state-of-the-art YOLO models from scratch. Your team will process live Full-Motion Video FMV feeds to automatically detect and parse critical objects roads, vehicles, people, and custom tactical assets. You will architect the offline training pipeline, define data curation and annotation standards for production-captured datasets, and guide two mid-level engineers in building high-performance, low-latency inference models.· Technical Leadership: Lead a 3-person AI/ML engineering team, defining technical direction, sprint goals, code standards, and model evaluation metrics.· Custom YOLO Architecture: Design, modify, and train custom YOLO architectures from scratch, optimized specifically for the unique environment, resolutions, and challenges of CBP's FMV feeds.· End-to-End Pipeline Architecture: Architect the pipeline to ingest, clean, and pre-process production-recorded video data into a secure training/sandbox environment.· Data Strategy: Define annotation/labeling guidelines, manage dataset curation, and implement strategies to handle challenges like class imbalance, varying weather conditions, and low-contrast environments.· Performance
