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Deputy Director - AI Solution and Platforms Observability

PepsiCo · pepsicojobs.com
HyderabadDirector
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The job in short

AI solutions and platforms observability.

Computer visionMLOpsWarehouse

Details

Found
13 d ago · posted 2026-09-02
Location as listed
Hyderabad, Telangana, India
Role
Machine Learning / AI Engineer
Source
The company’s own careers site

Full description

Overview Overview: Senior hands-on individual contributor responsible for enabling enterprise Vision Intelligence capabilities across Computer Vision, Vision-Language Models (VLMs), Vision Agents, Edge AI and IoT. Partners with Domain and Enterprise Architecture teams to translate business needs and architecture patterns into scalable, production-ready capabilities. Responsibilities Key Responsibilities: • Serve as the technical SME for Vision Intelligence, covering CV, VLMs, Vision Agents, Edge AI and IoT. • Design, train, evaluate and productionize CV models for detection, classification, segmentation, tracking, OCR, anomaly detection and activity recognition. • Develop VLM and multimodal solutions for image/video understanding, visual reasoning and operational intelligence. • Build Vision Agents combining visual intelligence, IoT telemetry, enterprise context, tools and workflows. • Enable reusable platform capabilities including inference services, APIs, SDKs, model pipelines and reference implementations. • Deploy and optimize AI workloads across edge GPUs, industrial PCs, smart cameras and cloud/edge environments. • Integrate cameras, sensors and IoT/OT systems using RTSP, ONVIF, MQTT, OPC UA and related technologies. • Establish Vision MLOps practices for datasets, evaluation, CI/CD, deployment, monitoring and model drift. • Partner with Manufacturing, Warehouse, Quality, EHS and other domains to move solutions from POC → Pilot → Production → Scale. • Evaluate emerging CV, VLM, Edge AI, Vision Agent and Physical AI technologies through hands-on prototyping and benchmarking. • Collaborate with Domain and Enterprise Architects and mentor engineering teams on Vision Intelligence implementation. Qualifications Qualifications: • Overall 10+ years of overall experience is required. • Bachelor’s degree in Computer Science, Engineering, or related field (or equivalent experience) • 8–12+ years of AI/software engineering experience, including 5+ years in Computer Vision/Vision AI. • Strong hands-on experience developing and deploying production-grade CV models and real-time video analytics. • Practical experience with VLMs, multimodal AI and Vision Agents. • Experience with PyTorch, OpenCV, YOLO, ONNX, TensorRT, NVIDIA DeepStream or equivalent technologies. • Experience deploying AI on GPU/edge platforms, containers and Kubernetes/K3s. • Strong IoT/OT integration experience with cameras, sensors, gateways and industrial environments. • Experience with CV/Vision MLOps, model optimization, evaluation and production monitoring. • Demonstrated experience taking Vision AI solutions from prototype through production at multiple sites. • Manufacturing, warehouse, supply-chain, quality, EHS, robotics or industrial automation experience is highly desirable. • Exposure to Digital Twins, sensor fusion, robotics and Physical AI is a plus.

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