Velocitor Solutions · 9 hours ago
AI Engineer- Video Analytics
Charlotte, NC
Full-time
Onsite
Mid Level
3+ years expVelocitor Solutions is seeking an AI Engineer specializing in Video Analytics to join their VTrack Vision team. The role involves developing GPU accelerated video analytics systems for real-time safety monitoring, optimizing video inference pipelines, and integrating with cloud services.
FashionSoftwareAppsInformation TechnologyiOSMobileProduct DesignWeb Design
Responsibilities
Develop and optimize GPU accelerated video inference pipelines, including batching, stride control, and throughput tuning
Implement, evaluate, and improve object detection models (YOLO or similar) and build temporal smoothing/tracking logic for safety event detection
Optimize model performance using TensorRT, ONNX, CUDA, and GPU profiling tools to maximize throughput and minimize latency/VRAM usage
Build and maintain integrations with event-driven APIs, Azure Event Hub, Blob Storage, and internal services
Add robust metrics, logging, telemetry, and fail safe mechanisms for resilient inference jobs
Collaborate on dataset curation, labeling, model training, validation, and experiment tracking
Support containerized deployments (Docker) and assist with monitoring and scaling production workloads
Qualification
Required
3+ years of experience shipping computer vision or machine learning systems to production
Strong proficiency in Python and experience with OpenCV, PyTorch, async I/O frameworks, and API integrations
Hands on experience with YOLO/Ultralytics or similar object detection frameworks
Solid understanding of video processing fundamentals: frame sampling, temporal filtering, confidence thresholds, and multi-camera aggregation
Experience optimizing GPU inference performance: batching, stride, TensorRT, CUDA, model quantization, and throughput tuning
Preferred
Experience with Azure Event Hub, Blob Storage, Application Insights, or similar cloud messaging/storage platforms
Familiarity with Docker, cloud deployments, and production monitoring systems
Experience in temporal/sequence analysis for event detection
Background in video analytics for safety, compliance, or industrial/transportation environments
Company
Velocitor Solutions
Leading software development firm specializing in the design, development and deployment of mobile and wireless software solutions.
51-200 employees
Funding
Current Stage
Growth StageLeadership Team
Rich Pacella
President and Founder
Recent News
DealStreetAsia
2025-10-05
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