Prior Exposure to Biopharma projects is advantageous
Lead process systems from conceptual design through detailed design, construction, commissioning, and final handover.
Develop and progress key design deliverables, including PFDs, P&IDs, specifications, datasheets, and functional descriptions in line with project requirements.
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Lead end-to-end process design from concept, basic, and detailed design phases through to implementation, commissioning, and handover.
Develop and review key process deliverables, including PFDs, P&IDs, process calculations, equipment sizing, utility balances, and technical specifications.
Define process system design based on user requirements (URS), including capacity calculations and system architecture for industrial and biopharma applications.
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Process Optimization: Use regression and reinforcement learning to suggest optimal machine parameters (e.g., bond force, temperature profiles) for new product introductions (NPI).
Data Engineering: Build and manage data pipelines that ingest high-frequency sensor data from packaging equipment (e.g., Die Attach, Wire Bonders) via SECS/GEM or MQTT protocols.A/B Testing & Monitoring: Design experiments to validate model performance on the shop floor and monitor for "model drift" as machine parts wear down over time.
Core ML: 2+ years of experience with Python (Scikit-Learn, XGBoost, Pandas) and Deep Learning frameworks (PyTorch or TensorFlow).
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Translate process and equipment knowledge into effective Statistical Process Control (SPC), Fault Detection & Classification (FDC), and RDA rules, alarms, and diagnostics
Identify equipment-related process sensitivities, interactions, and failure modes, particularly during NPI and early ramp
Drive improvements in tool stability, repeatability, and process window control through data-driven insights
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Assist Senior Maintenance Engineer (North) in support plant reliability improvement activities. Ensure action items are targeting at eliminating root causes in failures by using the effective tools such as FMEA, RCM or ARCA. Ensure follow-up actions are implemented promptly to closure.
To liaise closely for site regular preventive maintenance programs as per SAP PM02 and safe task execution methodologies.
To ensure that specific PPE and tools are routinely audited and inventory reported to the plant manager.
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Lead and provide stewardship to project teams, ensuring on-time delivery and identifying proactive measures for potential improvements.
Plan, prioritize, and manage multiple projects, assigning tasks to team members to ensure effective use of resources and meeting project deadlines.
Evaluate and authorize significant changes impacting project scope, budget, or timeline, and manage relationships with external contractors to ensure satisfactory service standards.
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