Develop and apply AI/ML solutions to support supply chain planning, inventory optimisation, backlog intelligence, revenue management, and operational decision-making.
5+ years of experience in supply chain, operations, business analytics, digital transformation, automation, or AI/ML-related roles.
Contribute to unified AI/ML capabilities by integrating classical ML models with Generative AI platforms (primarily AWS Bedrock) for applications in semiconductor manufacturing and risk analytics.
Support the development of anomaly detection and predictive maintenance systems using classical ML (XGBoost, Scikit-learn) on sensor and test data, including basic drift detection and model monitoring.
Assist in building and maintaining RAG pipelines and agentic workflows for tasks like automated manufacturing test plan generation, with focus on accuracy and hallucination reduction.
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Master's degree in Computer Science, Math, Statistics, Data Science, Artificial Intelligence or a related field.
Over 7 years of experience in implementing machine learning solutions using Python, R, or similar languages, with extensive knowledge of various ML algorithms.
Strong expertise in Generative AI, including Large Language Models (LLMs), Knowledge Graphs, AI Agents, prompt engineering, model evaluation, and responsible AI.
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Build AI-powered applications, AI agents, and Copilot experiences using Large Language Models (LLMs) and modern AI technologies.
Design and optimize LLM-based solutions, including prompt engineering, tool/function calling, Retrieval-Augmented Generation (RAG), GraphRAG, and agentic workflows.
Design, develop, and integrate knowledge graph and graph database solutions (e.g., Neo4j, Cosmos DB) to model complex business relationships, enhance contextual understanding, and improve AI reasoning capabilities.
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Lumileds International is a global leader in LED technology, innovation, and solutions for the automotive, display, illumination, mobile, and other markets where light sources are essential. Our approximately 3,300 employees operate in over 15 countries to partner with our customers to deliver solutions for lighting, safety, and well-being.
The Lumileds environment is fast-paced, cutting-edge, intelligent and fun! We are looking for exceptional talent to join our team! To learn more, visit lumileds.com.
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Provides customer focused HR programs, services and consultation to enhance individual, team, management and business performance consistent with company’s values, philosophies, policies and programs.
Ensures data entry processes are SOX compliant and internal controls are in accordance with audit guidelines.
Strict observance of data privacy at all times.
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