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Data Scientist - AIT Global, Inc.
Data Scientist
Data Scientist with deep expertise in industrial IoT, MES/SCADA integration, and advanced analytics. Leverages Python, SQL, and machine learning to extract real‑time shop‑floor data, optimize production, and drive OEE improvements.
About the role
Key Responsibilities
- Design and implement data pipelines to ingest real‑time data from MES, SCADA, and ERP systems using OPC‑UA, MQTT, and Modbus protocols.
- Develop predictive models and statistical analyses in Python to forecast production trends, detect anomalies, and recommend process improvements.
- Collaborate with manufacturing engineers to translate Six Sigma and SPC insights into actionable data‑driven solutions.
- Create dashboards and visualizations that track OEE, yield, and uptime metrics for cross‑functional teams.
- Document data architecture, model assumptions, and validation results for audit and compliance purposes.
Requirements
- 5+ years of experience in data science or analytics within a manufacturing environment.
- Proficiency in Python (pandas, scikit‑learn, matplotlib) and SQL for data manipulation and reporting.
- Hands‑on experience with industrial protocols (OPC‑UA, MQTT, Modbus) and integration of OT/IT systems.
- Strong background in statistical process control, OEE calculation, and lean manufacturing principles.
- Excellent communication skills and ability to translate technical findings into business recommendations.
Skills
pythonsqlmachine learningmqtt