Role Description
Job Description – AI/ML Architect (Manufacturing Domain)
Experience:
8+ Years

Location:
Any UST Location

Employment Type:
Full-Time

Role Overview
We are looking for an experienced
AI/ML Architect
to design and implement end-to-end AI solutions for the manufacturing industry. The ideal candidate will have expertise in AI/ML, Industrial IoT (IIoT), cloud and edge computing, and data engineering to build scalable solutions for predictive maintenance, quality inspection, supply chain optimization, and smart manufacturing initiatives.

Key Responsibilities
Design and architect end-to-end AI/ML solutions for manufacturing use cases such as predictive maintenance, quality inspection, and production optimization.
Build scalable data pipelines for processing high-frequency industrial data from PLC, SCADA, ERP, and IoT systems.
Develop and deploy machine learning models on edge devices and cloud platforms to support real-time decision-making.
Design and implement computer vision solutions for automated optical inspection (AOI) and defect detection.




Architect Digital Twin solutions to simulate manufacturing processes and optimize production scenarios.
Establish MLOps practices, including CI/CD pipelines for model deployment, monitoring, retraining, and lifecycle management.
Collaborate with data engineers, data scientists, manufacturing teams, and business stakeholders to deliver AI-driven solutions.
Ensure system scalability, reliability, security, and compliance with manufacturing standards.
Evaluate emerging AI technologies and recommend cutting-edge solutions for industrial automation.

Required Skills
8+ years of experience in Software Architecture, with at least 4 years focused on AI/ML solutions.
Solid experience with PyTorch, TensorFlow, and Scikit-learn.
Hands-on experience with Apache Spark and large-scale data processing.
Solid understanding of Industrial IoT (IIoT) protocols such as MQTT, OPC-UA, and Modbus.
Experienc

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