Job Description

Job description - Discuss with technical domain experts, IT team and external vendors on project requirements and work with data-scientists to draft project requirements, execute on POC and deploy end-to-end. - Responsible for defining and ensuring Job description - Discuss with technical domain experts, IT team and external vendors on project requirements and work with data-scientists to draft project requirements, execute on POC and deploy end-to-end. - Responsible for defining and ensuring adherence for project scope, timeline and resources - Anticipate possible project risks and formulate alternative paths as risk mitigation solutions - Facilitate global cross-site roll out of solutions by working closely with the plant project coordinator to ensure proper documentation and adherence to manufacturing and quality requirements - Responsible for budget proposals and involved in the assessment of hardware and service purchases required for the completion of the project - Manage and improve project management framework within the Data Science & Analytics group to ensure high quality products are delivered with speed and at the right cost - Involved in long term project portfolio planning to anticipate and prioritize projects that maximizes value for the company Profile - Experience in semiconductor manufacturing process, understand functions of machines at each process for assembly & test - Familiar with operational KPIs such as yield, OEE and qualitymanagement systems - Good knowledge on project management philosophy and tools - Able to manage demands from various stakeholders and organize a cross-functional team to produce required project outcomes - Technically competent in the application of machine learning models, such as convolutional neural networks for image classification and time-series and/or decision tree models for predictive analytics. - Familiar with python libraries required to conduct data exploration and for building machine learning models - Familiar with visualization tools such as PowerBI and TIBCO Spotfire