обновлено 19 часов назад
Senior Associate, Data Analytics and Machine Learning
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Associate, Data Analytics and Machine Learning (Manufacturing AI/ML): Developing scalable analytics, predictive models, MLOps pipelines, and dashboards from manufacturing data with an accent on quality, productivity, reliability, and cost performance. Focus on deploying validated AI/ML solutions across manufacturing sites, analyzing process variability, and meeting GxP, cybersecurity, and data governance requirements.
Location: Tuas, Singapore; this is an onsite role based at the Tuas manufacturing site. Transport is provided from Boon Lay, Kranji, and Outram Park MRT stations.
Company
is a global eye-care company developing products and technologies that help people see brilliantly.
What you will do
- Develop and deploy data-driven solutions using machine, quality, MES, and SCADA data to improve manufacturing performance.
- Build predictive, prescriptive, and statistical models using production, quality, maintenance, and supply chain data.
- Analyze process variability and identify opportunities to improve OEE, yield, scrap reduction, throughput, and operational efficiency.
- Create manufacturing intelligence frameworks, executive dashboards, and operational control towers connected to real-time KPIs and predictive alerts.
- Develop MLOps pipelines for scalable deployment and model lifecycle management.
- Ensure solutions meet GxP, validation, cybersecurity, and data governance requirements while supporting replication across global manufacturing sites.
Requirements
- Bachelor’s or master’s degree in data science, AI, machine learning engineering, or computer science engineering.
- 3–8 years of hands-on experience in manufacturing data analytics or AI/ML development.
- Experience implementing smart factory solutions or industrial digital transformation initiatives.
- Comfortable being based onsite at the Tuas manufacturing site in Singapore.
- Ability to work effectively with manufacturing operations, process engineering, OT/IT systems, and cross-functional teams.
Nice to have
- Understanding of fast-paced GMP manufacturing environments.
Culture & Benefits
- Opportunity to contribute to ’s Lights-Out Manufacturing vision.
- Collaboration with cross-functional teams across manufacturing sites.
- Transport provided from Boon Lay, Kranji, and Outram Park MRT stations.
- Focus on inclusive teamwork and measurable impact on patients, customers, quality, productivity, and reliability.
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