jobs in Ams OSRAM

Full Time Staff Engineer, Process Engineering (Data Analytics) Jobs, in Ams OSRAM Pulau Pinang - Maukerja

Staff Engineer, Process Engineering (Data Analytics)

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Working Location

  • Bayan Lepas Pulau Pinang Malaysia

Job Description

Responsibilities

Job description:

  • Develop and validate AI/ML/Mathematical models (physics-based and data-driven) performance. Establish full data pipeline from end-to-end 
  • Design and optimize processing algorithms including signal processing, ML/AI techniques selection, feature extraction and threshold calibration with guardrails
  • Containerize and deploy model inference on edge or on-prem compute with zero or minimal-downtime operation
  • Maintain model versioning, configuration management and deployment scripts across production environments
  • Drive continuous improvement with six sigma methodology on model prediction power enhancement, inference latency, compute cost and automation coverage across manufacturing lines
  • Collaborate with Process and Equipment Engineering to translate domain knowledge (KPIV/KPOV, OCAP) into model requirements, or with R&D and NPI in new product developement state
  • Define SOP of detecting model capability drifts and execute recalibration
  • Troubleshoot first-level issues: algorithmic errors, inference failures, edge device connectivity and communication issue
  • Integrate edge computing units with machine systems via industrial protocols for real-time data or batch acquisition
  • Coordinate with IT/OT on network infrastructure, cybersecurity and MES system interfaces for model deployment


Profile description:

  • Candidate must have Bachelor/Master's in Computer Engineering, Data Analytics or Physics (for signal processing).
  • 3-5 years in manufacturing automation, ML/AI deployment or industrial data engineering. Exposure to semiconductor/optoelectronics manufacturing or software/algorithm development.
  • Six Sigma Green Belt (minimum) or Black Belt preferred for Staff. Project experience spanning at least 3 functional areas: Process Engineering, Equipment Engineering, IT/OT or Data Science. DMAIC-driven model development lifecycle experience.
  • Experienced as technical project lead across cross-functional matrix teams. Demonstrated ability to influence key stakeholders toward intelligent automation adoption with tangible value proposition and risk mitigation plan.
  • Experienced in root cause analysis (5-Why, Fishbone)
  • Experienced in Python coding
  • Fluent in English for technical writing and cross-functional business communication. Local language as needed for shopfloor interaction
  • Willingness to work across shopfloor and office environments


We offer:

  1. Global Collaboration Opportunities on New Exciting Projects 
  2. Flexible and Hybrid Working Mode 
  3. Diversified, Rewarding & Supportive Workplace


Muhammad Hafizuddin Mohamed Anuar

*************

+60 *************

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