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Role Description
Job Summary
Design and lead the deployment of end-to-end AI systems—from sensor data ingestion (IoT) to edge/cloud model execution—specifically for industrial use cases like predictive maintenance, quality inspection, and supply chain optimization. As an AI/ML Architect for manufacturing focuses on bridging the gap between factory floor operations and advanced data science to drive industrial efficiency
Key Responsibilities
spark,pytorch,mqtt,iot edge,aws iot,
Job Summary
Design and lead the deployment of end-to-end AI systems—from sensor data ingestion (IoT) to edge/cloud model execution—specifically for industrial use cases like predictive maintenance, quality inspection, and supply chain optimization. As an AI/ML Architect for manufacturing focuses on bridging the gap between factory floor operations and advanced data science to drive industrial efficiency
Key Responsibilities
- Infrastructure Design: Build scalable pipelines for High-Frequency Industrial Data (PLC, SCADA, ERP)
- Edge Computing: Deploy models onto shop-floor hardware for real-time latency requirements
- Computer Vision: Implement automated optical inspection (AOI) for defect detection
- Digital Twins: Architect simulation environments to test "what-if" production scenarios
- MLOps: Establish CI/CD for retraining models as manufacturing conditions drift
- Frameworks: PyTorch, TensorFlow, Scikit-learn
- IIoT Protocols: MQTT, OPC-UA, Modbus
- Cloud & Edge: Azure IoT Edge, AWS IoT Greengrass, NVIDIA Jetson
- Data Engineering: Spark, Kafka, Snowflake, or Time-Series databases (InfluxDB)
- Compliance: Knowledge of ISO standards and manufacturing cybersecurity
- Education: Master’s or PhD in CS, Robotics, or Electrical Engineering
- Experience: 8+ years in software architecture, with 4+ years focused on ML
- Industry Knowledge: Deep understanding of Lean Manufacturing or Six Sigma is a plus
spark,pytorch,mqtt,iot edge,aws iot,
Key Skills
Ranked by relevance
simulation
tensorflow
pytorch
kafka
spark
cicd
aws
ai
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- Posted
- May 20, 2026
- Type
- Full-time
- Level
- Not Applicable
- Location
- Trivandrum
- Company
- UST
Industries
IT Services
IT Consulting
Categories
Engineering
Information Technology
Related Jobs
3 roles aligned with this opportunity
View Job Details
Related
ML Engineer I
2026-05-27
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India
IT Services
Engineering
View Job Details
Related
AI Engineer – Generative AI & GCP
2026-05-24
Full-time
Not Applicable
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Engineering
View Job Details
Related
Specialist I - Software Engineering
2026-05-24
Full-time
Not Applicable
India
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Engineering