Deputy Director - AI Solution and Platforms Observability
Core
Senior hands-on individual contributor enabling enterprise Vision Intelligence capabilities across Computer Vision, Vision-Language Models (VLMs), Vision Agents, Edge AI, and IoT.
Role type
Senior IC machine-learning engineer (vision intelligence)
Builds
Production-ready CV models, VLM solutions, Vision Agents, inference services, APIs, SDKs, and model pipelines for industrial environments.
Domain
Industrial automation, manufacturing, supply-chain, robotics, and physical AI.
Deliverable
production ML models
Required skills
Computer Vision (detection, classification, segmentation, tracking, OCR, anomaly detection), VLMs, multimodal AI, Vision Agents, PyTorch, OpenCV, YOLO, ONNX, TensorRT, NVIDIA DeepStream, GPU/edge deployment, Kubernetes/K3s, IoT/OT integration (RTSP, ONVIF, MQTT, OPC UA), Vision MLOps, model optimization, CI/CD.
Preferred skills
Digital Twins, sensor fusion, robotics, Physical AI.
Responsibilities
Design, train, evaluate, and productionize CV models; develop VLM and multimodal solutions; build Vision Agents combining visual intelligence with IoT telemetry; enable reusable platform capabilities; deploy and optimize AI workloads on edge GPUs and industrial PCs; integrate cameras and sensors; establish Vision MLOps practices; partner with domains to scale solutions from POC to production; evaluate emerging technologies via prototyping; mentor engineering teams.
Seniority
Senior, hands-on IC
