AI-Driven Strategic Capacity Planning: From Data and Semantic Readiness to Intelligent Decision Support
AI-Driven Strategic Capacity Planning: From Data and Semantic Readiness to Intelligent Decision Support
Key Skills
Job Description
The objective is to investigate how Strategic Capacity Planning data and semantic knowledge can be
transformed into an effective AI-based decision-support capability. The student will first assess the available data, semantic model, and candidate use cases. Based on this analysis, the most promising AI use case will be selected and formulated as a concrete research problem. The student will subsequently design, implement, and evaluate an appropriate AI solution using real-world semiconductor planning data. Rather than treating AI readiness assessment and AI development as separate activities, the project investigates the complete pathway from data and domain knowledge to an experimentally validated AI solution.
#LI-3623Core Responsibilities
The student will investigate how strategic capacity planning data and semantic knowledge can be transformed into an effective AI-based decision-support capability. This involves assessing data, formulating a research problem, and implementing an AI solution using real-world semiconductor planning data.
Requirements
The role is designed for a student researcher focusing on the pathway from data and domain knowledge to an experimentally validated AI solution. Candidates should be prepared to engage in both AI readiness assessment and practical AI development.
About NXP Semiconductors
Industry: Semiconductor Manufacturing
Company size: 10,001+ employees
We anticipate tomorrow’s needs—navigating a changing world by bringing together technology's brightest minds to build game-changing solutions that propel us forward. NXP Semiconductors N.V. (NASDAQ: NXPI) is the trusted partner for innovative solutions in the automotive, industrial & IoT, mobile, and communications infrastructure markets. NXP's "Brighter Together" approach combines leading-edge technology with pioneering people to develop system solutions that make the connected world better, safer, and more secure. The company has operations in more than 30 countries and posted revenue of $12.61 billion in 2024. Find out more at www.nxp.com. Career Development Opportunities : Bright Minds. Bright Futures. We believe that a key component to growing our business is to develop our people. To enable you to grow your career at NXP, we offer online and offline learning opportunities to help you develop some of your core and professional skills. Commitment At NXP. We recognize NXP is a powerful change agent as we continue to deliver innovative solutions that advance a more sustainable future. We remain steadfast in our commitment to sustainability and making measurable year-on-year progress. Also, we aim to create an inclusive work environment and we will not tolerate racism, discrimination or harassment of any kind. We have programs in place focused on diversity, inclusion and equality. Privacy Policy: https://www.nxp.com/company/about-nxp/privacy-policy-for-social-media-pages:PRIVACY-POLICY-SOCIAL-MEDIA