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Applied Materials

Optimization, Modelling and Systems Architect

Posted 25 Days Ago
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In-Office
Singapore, SGP
Senior level
In-Office
Singapore, SGP
Senior level
Design, enhance and integrate ERP and service-parts planning systems to improve demand forecasting, inventory optimization and operational efficiency. Build forecasting and optimization models, enable scenario simulation, drive continuous improvement projects, and partner with business and technology teams to implement advanced analytics and AI solutions for global service supply chain operations.
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Who We Are

Applied Materials is a global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world. We design, build and service cutting-edge equipment that helps our customers manufacture display and semiconductor chips – the brains of devices we use every day. As the foundation of the global electronics industry, Applied enables the exciting technologies that literally connect our world – like AI and IoT. If you want to push the boundaries of materials science and engineering to create next generation technology, join us to deliver material innovation that changes the world. 

What We Offer

Location:

Singapore,SGP

You’ll benefit from a supportive work culture that encourages you to learn, develop, and grow your career as you take on challenges and drive innovative solutions for our customers. We empower our team to push the boundaries of what is possible—while learning every day in a supportive leading global company. Visit our Careers website to learn more. 

At Applied Materials, we care about the health and wellbeing of our employees. We’re committed to providing programs and support that encourage personal and professional growth and care for you at work, at home, or wherever you may go. Learn more about our benefits

Requires Strong knowledge of ERP, Planning systems combined with excellent analytical skills, challenges conventional thinking by applying new perspectives and leveraging existing solutions to address business needs.

Self driven and proactive with ability to build new processes and tools to allow planning systems evolvements . Works independently with minimal supervision, exercising sound judgment and taking ownership of deliverables and outcomes.

Ability to manage and drive continuous improvement projects . Strong analytical skills to assess , build and solve issues at both macro and micro level

Key Responsibilities

  • Member of the Optimization and Modeling team within the AGS Global Operations organization, responsible for designing, enhancing, and integrating business processes across ERP and Service Parts Planning systems (Servigistics or equivalent platforms).
  • Lead the implementation, and enhancement of ERP and planning system capabilities to support evolving business requirements.
  • Drive continuous improvement initiatives focused on demand planning, inventory optimization, forecasting accuracy, and operational efficiency.
  • Identify and prioritize opportunities to improve service parts planning, forecasting, and optimization processes, ensuring measurable business impact and performance gains.
  • Develop, maintain, and enhance forecasting, inventory optimization, and analytical models to support effective decision-making.
  • Enable advanced simulation and scenario-planning capabilities within the planning organization to support strategic and operational planning.
  • Partner with business and technology teams to implement AI and advanced analytics solutions that enhance planning effectiveness, improve analytical capabilities, and increase organizational productivity.
  • Collaborate with cross-functional stakeholders to translate business requirements into scalable system and process solutions that support global service supply chain operations.

 

Functional Knowledge

  • Strong understanding of aftermarket service supply chain goals, service level targets, and business objectives.
  • Solid knowledge of demand forecasting, inventory optimization methodologies, and planning models.
  • Experience in Service Parts Planning processes and systems is a strong advantage.
  • Excellent analytical and problem-solving skills, with proficiency in Business Intelligence (BI) tools and data analysis.
  • Demonstrated project management skills, with the ability to lead cross-functional initiatives and drive successful outcomes.
  • Ability to interpret complex data, identify improvement opportunities, and translate insights into actionable business recommendations.

Business Expertise

  • Strong knowledge of Applied Materials products, AGS business processes, or equivalent experience within a service supply chain and aftermarket environment.
  • Comprehensive understanding of industry best practices and how functional areas integrate across the end-to-end supply chain and business ecosystem.
  • Awareness of market dynamics, competitive landscapes, and key differentiators that drive organizational success and customer value.
  • Ability to align technical, process, and analytical solutions with broader business objectives and strategic priorities.
  • Demonstrates business acumen and a customer-focused mindset when evaluating opportunities, solving problems, and driving continuous improvement initiatives.

 

Leadership

  • Independently lead projects of moderate complexity, managing risks, resources, timelines, and stakeholder expectations to deliver measurable business outcomes.

 

Problem Solving

  • Demonstrates the ability to solve complex problems, challenge conventional approaches, and develop innovative solutions. Uses critical thinking and informed judgment based on the analysis of diverse data sources and business inputs to drive effective decision-making.

 

Impact

  • Impacts a range of customer, operational, project or service activities within own team and other related teams; works within broad guidelines and policies

 

Interpersonal Skills

  • Communicates complex information clearly and effectively in straightforward situations.
  • Fluent English, ability to work in a global environment

 

Required Skills

  • Proficient in SQL (Mandatory): Strong ability to query, manipulate, analyze, and optimize large datasets to support planning, forecasting, and business decision-making.
  • Proficient in Business Intelligence (BI) Tools (Mandatory): Hands-on experience with BI platforms such as Power BI, Tableau, or equivalent tools for data visualization, reporting, and analytics.
  • Knowledge of Forecasting and Optimization Methods (Mandatory): Deep understanding of statistical forecasting techniques, inventory optimization models, and demand planning methodologies.
  • Expertise in at Least One Planning Application (Mandatory): Strong experience with planning platforms such as Servigistics, Kinaxis, SAP IBP, Blue Yonder, or equivalent supply chain planning solutions.
  • Familiarity with ERP Customization and Integration (Preferred): Understanding of ERP systems and customizations, with experience supporting business process improvements and system enhancements.
  • Proficiency in Python (Preferred): Experience using Python for data analysis, automation, forecasting, optimization, and advanced analytics.
  • Experience with Databricks (Preferred): Familiarity with Databricks and modern data engineering/analytics platforms for large-scale data processing, advanced analytics, and AI/ML applications

Education

  • Bachelor's Degree in Industrial Engineering
  • 5-8 years of Relevant Experience

Additional Information

Time Type:

Full time

Employee Type:

Assignee / Regular

Travel:

Yes, 10% of the Time

Relocation Eligible:

Yes

Applied Materials is an Equal Opportunity Employer. Qualified applicants will receive consideration for employment without regard to race, color, national origin, citizenship, ancestry, religion, creed, sex, sexual orientation, gender identity, age, disability, veteran or military status, or any other basis prohibited by law.

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