4 дня назад
Manufacturing Equipment Engineer 2 (Operations Intelligence)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Manufacturing Equipment Engineer 2 (Operations Intelligence) (industrial data science and automation): Developing data-driven solutions for biopharmaceutical manufacturing equipment with an accent on equipment controls, industrial communications, scalable data pipelines, and machine-learning models. Focus on anomaly detection, condition-based maintenance, AI-assisted troubleshooting, and deploying operational intelligence tools with manufacturing and software teams.
Location: Singapore – Woodlands – NorthTech
Company
develops genomic technology that supports early disease detection, diagnosis, treatment discovery, and broader health equity.
What you will do
- Develop, troubleshoot, and support PLC/HMI-based equipment controls, sensors, and industrial communication interfaces.
- Connect manufacturing equipment data through OPC UA, MQTT, Modbus, Ethernet/IP, Profinet, and SECS/GEM.
- Build equipment tag mappings, contextualized databases, APIs, scalable data pipelines, dashboards, health indicators, and escalation workflows.
- Apply statistical analysis, time-series methods, machine learning, computer vision, and natural language processing to anomaly detection, diagnostics, and performance improvement.
- Lead or support criticality assessments, FMEA, root-cause analysis, incident investigations, and transitions to usage- or condition-based maintenance.
- Collaborate with operations technology, automation, product, and software teams to deploy models and restore optimal functionality of manufacturing systems.
Requirements
- Bachelor’s degree and 2–3 years of experience using statistical modeling tools to analyze and improve yield, equipment performance, or data science outcomes.
- High fluency in spoken and written English, including presentation and technical communication skills.
- Ability to follow cGMP, quality, safety, and work-instruction requirements.
- Strong analytical, quantitative, organizational, communication, and cross-functional collaboration skills.
- Ability to work independently, manage multiple tasks, complete cross-training, and maintain high discipline and integrity.
Nice to have
- Degree or equivalent background in Computer Science, Mathematics, Statistics, Engineering, or a related discipline; a master’s degree is advantageous.
- PLC programming and troubleshooting experience with Siemens, Rockwell/Allen-Bradley, Beckhoff, or equivalent platforms.
- Knowledge of SQL, databases, APIs, software testing, system integration, Git, industrial data acquisition, SCADA/historian systems, and OT architecture.
- Proficiency in Python or R; familiarity with C#, JavaScript, Keras, TensorFlow, PyTorch, JMP, Minitab, matplotlib, seaborn, or plotly.
- Experience with cloud computing, containerization, and data warehouses.
Culture & Benefits
- Inclusive environment focused on belonging, openness, collaboration, and alternative perspectives.
- Employee Resource Groups provide career development, cultural awareness, and social responsibility opportunities.
- Commitment to equal employment opportunity and pay equity.
- Required training includes cGMP, safety, and work instructions.
- Background checks may be conducted after a conditional offer, in accordance with applicable laws.
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