**Duration: 6+ Months Contract To Hire** **Job Description:** + Lead a cutting-edge project integrating machine learning models into industrial laser welding fault detection systems. You will manage a small team to implement and scale solutions bridging OT networks and cloud platforms (AWS). This role combines hands-on engineering, system integration, and team leadership across evolving architectures. **Responsibilities:** + Lead development and deployment of ML model interfaces for real-time fault detection in laser welding. + Configure and integrate Ignition Perspective, MQTT brokers (HiveMQ), and PostgreSQL databases across plant and DMZ networks. + Manage data pipelines, dashboards, and historian setups to visualize key machine metrics and inference results. + Oversee edge deployments using NVIDIA hardware, Docker containers, and AWS IoT Greengrass. + Build and maintain secure, scalable MQTT bridges between cloud and plant networks. + Implement automated CI/CD pipelines, infrastructure provisioning (Terraform), and DevSecOps best practices. + Collaborate across cloud, OT, data science, and engineering teams to deliver end-to-end solutions. **Experience:** + Industrial system integration expertise (PLCs, industrial PCs, OT/IT network architectures). + Experience with machine learning deployment and real-time inference in manufacturing environments. **Skills:** + Industrial system integration expertise (PLCs, industrial PCs, OT/IT network architectures). + Experience with machine learning deployment and real-time inference in manufacturing environments. + Proficiency in Ignition (Perspective & Edge) and MQTT (HiveMQ). + Containerization with Docker and edge computing + Strong background in data pipeline design, image/media handling, and sensor data processing. **Education:** + Bachelor's Degree in Related Field **About US Tech Solutions:** US Tech Solutions is a global staff augmentation firm providing a wide range of talent on-demand and total workforce solutions. To know more about US Tech Solutions, please visit www.ustechsolutions.com (http://www.ustechsolutionsinc.com) . US Tech Solutions is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.