Technical Specialist

HCL America Inc.
Hatfield, United States of America
2 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Senior
Compensation
$ 172K

Job location

Hatfield, United States of America

Tech stack

Artificial Intelligence
Optical Character Recognition (OCR)
Computer Vision
Azure
Computer Programming
Continuous Integration
Design of User Interfaces
Monitoring of Systems
Digital ICE
Python
Object Detection
OpenCV
TensorFlow
Azure
Software Engineering
Graphics Processing Unit (GPU)
PyTorch
React
Flask
Deep Learning
FastAPI
Angular
Kubernetes
ONNX (Open Neural Network Exchange) Format
Machine Learning Operations
TensorRT
Feature Extraction
Api Design
REST
Streamlit Framework
Docker
Microservices

Job description

To conceptualize| design and deliver product / sustenance delivery through the team as per defined scope and standards in computer vision engineering., 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.

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.

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