Technical Specialist
Hcltech
Technical Specialist
Northampton, North Carolina
Job Summary: To conceptualize, design, and deliver product/sustenance delivery through the team as per defined scope and standards in computer vision engineering.
Key Responsibilities:
- Design robust computer vision solutions for assembly and defect inspection.
- Develop image processing and computer vision algorithms for detection, segmentation, OCR, and anomaly detection.
- Build, train, optimize, and deploy deep learning models for industrial applications.
- Design camera, lens, and lighting setups for inspection systems.
- Deploy AI models on edge devices and GPUs using optimization frameworks.
- Implement MLOps pipelines for model training, monitoring, and lifecycle management.
- Develop REST APIs and microservices to expose computer vision capabilities.
- Collaborate with manufacturing, automation, and software engineering teams.
Skill Requirements:
- Image Processing & Computer Vision: OpenCV, image enhancement, OCR, image correction, calibration, feature extraction.
- Deep Learning: Object Detection, Segmentation, Classification, Anomaly Detection.
- Frameworks: PyTorch, TensorFlow, ONNX.
- Programming: Strong Python development skills.
- Edge AI: NVIDIA Jetson, Edge GPUs, TensorRT, DeepStream, OpenVINO.
- MLOps: MLflow, Docker, Kubernetes, CI/CD, model monitoring.
- API Development: FastAPI, Flask, REST Services.
- Industrial Vision: Cameras, optics, lighting, machine vision systems.
- Proven experience deploying production-grade computer vision solutions.
Other Requirements:
- Business requirements understanding, Deployment, Vision / Camera knowledge
- Azure Cloud Architecture
- Azure AI/ML Services
- Azure IoT Edge
- UI Development (React, Angular, Streamlit)
- 5–12+ years in Computer Vision, AI/ML, or Industrial Automation.
- Experience in manufacturing quality inspection, assembly verification, or machine vision systems preferred.
Maximum Salary (US): 172000
Minimum Salary (US): 87000
Vacancy posted 1 day ago
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