Senior Associate, Data Analytics and Machine Learning

Posted 3 Days Ago
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Singapore, SGP
In-Office
Senior level
Healthtech • Biotech • Pharmaceutical
The Role
Develop and deploy AI/ML, predictive analytics, statistical models, MLOps pipelines, manufacturing intelligence frameworks, and executive dashboards using manufacturing, quality, maintenance, supply chain, MES, and SCADA data. The role identifies process optimization opportunities and improves quality, productivity, reliability, yield, throughput, and cost performance across global manufacturing sites while ensuring GxP, cybersecurity, validation, and data governance compliance.
Summary Generated by Built In

At Alcon, we are driven by the meaningful work we do to help people see brilliantly. We innovate boldly, champion progress, and act with speed as the global leader in eye care. Here, you’ll be recognized for your commitment and contributions and see your career like never before. Together, we go above and beyond to make an impact in the lives of our patients and customers. We foster an inclusive culture and are looking for diverse, talented people to join Alcon.

As the Data Analytics & AI/ML Solutions Senior Engineer under the Smart Technology Dept, you will be responsible for transforming manufacturing data into actionable business intelligence, predictive insights, and AI-driven solutions that accelerate Alcon's Lights-Out Manufacturing vision. This role bridges manufacturing operations, process engineering, OT/IT systems, and advanced analytics to develop scalable solutions that improve quality, productivity, reliability, and cost performance across global manufacturing sites.

The position serves as a solution delivery engineer within the Smart Tech CoE, translating shopfloor challenges into validated, scalable, and reusable AI/ML applications that can be deployed across multiple sites. The CoE's objective is to convert manufacturing problems into secure, scalable solutions and replicate them globally.

In this role, a typical day will include:

  • Develop and deploy data‑driven solutions using manufacturing data (e.g., machine data, quality data, MES/SCADA data) for manufacturing performance improvement
  • Build predictive and prescriptive models utilizing production, quality, maintenance, and supply chain data.
  • Analyse manufacturing process variability and identify optimization opportunities.
  • Develop statistical models to improve operational performance and efficiencies (e.g. OEE, yield, scrap reduction, and throughput).
  • Create manufacturing intelligence frameworks to support data-driven decision making.
  • Develop MLOps pipelines to support scalable deployment and model lifecycle management.
  • Ensure solutions comply with GxP, validation, cybersecurity, and data governance requirements.
  • Design executive dashboards and operational control towers that connect with real-time manufacturing KPIs and predictive alerts.

WHAT YOU’LL BRING TO ALCON:

  • Education: Bachelor / Master degree in Data Science, AI or Machine Learning Engineering, Computer Science Engineering.
  • Experience: 3–8 years of direct hands-on experience manufacturing data analytics, AI / ML development in implementing smart factory solutions / industrial digital transformation. Understanding of fast pace GMP manufacturing environment would be added advantages.
  • Comfortable to be based at Tuas site, transport provided from Boon Lay, Kranji and Outram Park MRT.

HOW YOU CAN THRIVE AT ALCON:

  • Good team player
  • Enjoy working with various cross functional team across manufacturing site

Alcon Careers

See your impact at alcon.com/careers

  

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Skills Required

  • Bachelor’s or Master’s degree in Data Science, Artificial Intelligence, Machine Learning Engineering, or Computer Science Engineering
  • 3–8 years of direct hands-on experience in manufacturing data analytics and AI/ML development
  • Experience implementing smart factory solutions or industrial digital transformation
  • Understanding of fast-paced GMP manufacturing environments
  • Ability to be based at the Tuas site
  • Ability to work effectively with cross-functional manufacturing teams

Alcon Compensation & Benefits Highlights

The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Alcon and has not been reviewed or approved by Alcon.

  • Retirement Support — Retirement benefits are framed as unusually strong, pairing a 401(k) match with an additional employer-funded retirement plan contribution. Stock purchase access and performance bonuses are also positioned as meaningful components of total rewards.
  • Healthcare Strength — Health coverage is described as comprehensive across medical, dental, vision, life, disability, and mental health support. Distinctive vision-related perks, including free contact lenses in some cases, reinforce the perceived strength of the health-and-wellness offering.
  • Leave & Time Off Breadth — Time-off offerings are characterized as robust, including paid holidays, PTO/vacation, paid sick time, and parental leave. Flexible time off for certain exempt roles and reported year-end shutdown periods further strengthen perceived coverage.

Alcon Insights

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The Company
HQ: Geneva
20,962 Employees
Year Founded: 1945

What We Do

Alcon helps people see brilliantly. As the global leader in eye care with a heritage spanning more than seven decades, we offer the broadest portfolio of products to enhance sight and improve people’s lives. Our Surgical and Vision Care products touch the lives of more than 260 million people in over 140 countries each year living with conditions like cataracts, glaucoma, retinal diseases and refractive errors. Our more than 20,000 associates are enhancing the quality of life through innovative products, partnerships with eye care professionals and programs that advance access to quality eye care.

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