Nexperia is a world-class company in semiconductor development and in-house production. We form a global network of talent, with passion and performance, perseverance and professionalism. Join TeamNexperia and become part of a leading company that supports, rewards and challenges you equally, in a dynamic environment, working for world-class results. Talk to us today and learn your true capabilities in an energetic company where you will develop and thrive, the Efficiency Company – Nexperia.Sr AI Specialist is part of global Data and Insights team of Nexperia. D&I team is developing AI CoE for Nexperia with focus to take the company to an AI driven decision company by 2030 and to help achieve its strategic goals of growth in revenue, cashflow & EBIT.Function of Senior AI Specialist is about leading AI CoE, building AI governance, ideation, AI Evangelization, AI training as well as AI products that help achieve company objectives.In This Position You Will Be Responsible For Build AI roadmap for Nexperia – technologies to focus on (Deep Learning, NLP, decision automation tools , Generative AI, Image processing)Develop AI roadmap for Revenue, Cost, Margin, Smart Pricing, Smart yield management, Smart OEE management, WIP management, scheduling , procurement automation amongst other use cases. Broad understanding of how to drive AI adoption in business as well as ability to understand different biz processes and driving solution is needed.Develop deep understanding of various L2/L3 nexperia processes . Including deep understanding of Semiconductor R&D and Manufacturing.Drive Collaboration with stakeholders of different functions,Evangelize AI with different leadership teams of NexperiaDrive discussions on investment and business value in steering committee meetingsDevelop data analysis teams for key strategic KPI's. Deliver solutions to fill gap between target v/s projected actual. Drive data completion per L2/L3 processWork with Business Solution lead team to help them roll out AI toolsDeploy and monitor the solutionDrive Nexperia Data Literacy Program. Develop Content. Participate in Monthly data discussions, build a strong community in Nexperia.Identify key users and train them to create more data scientists in theBe an innovation partner , connect with outside universities, thought leaders and help bring new solutions to NexperiaKey Skills Proven record of developing, deploying AI at scale – particularly deep learning , decision automation, Workflow automation- AI ChatBot, email classifier , Generative AI , Image processing and various anomaly techniquesProven deep understanding of statistics.Good knowledge of the business vertical with prior experience in solving different use cases in the manufacturing or similar industryAbility to bring cross industry learning to benefit the use cases aimed at improving manufacturing process at NexperiaGreat communication skills with leadership team at Executive management level as well as functional leadership team levelProven Ability to drive change.Proven track record of people training, developing AI skills, interns to data scientists to develop talent.Problem Scoping/definition Skills:Possess agility and awareness to identify value opportunities and create a business use caseExperience in problem scoping, solving, quantificationAbility to foresee and identify all right data required to solve the problemData Wrangling Skills:Strong skill in data mining, data wrangling techniques for creating the required analytical datasetAdaptive mindset to improvise on the data challenges and employ techniques to drive desired outcomesProgramming Skills:Advanced working knowledge with PythonBig data programming platforms such as pyspark, SparkSQL, Spark ML, Spark Graph etc.Hands-on experience in database query language such as Oracle-SQLVisualization SkillsExperience of using visualization tools (Spotfire is a plus)Good storytelling skills to present the data in simple and meaningful mannerData Science SkillsStrong skill in data analysis techniques to generate finding and insights by means of exploratory data analysisGood knowledge on Univariate/Multivariate analysis techniques to understand and derive hidden and meaningful pattern out of the dataKnowledge on right sampling techniquesExperience in working on dimensionality reductionAbility to work with highly Imbalance/skewed data set and experience of implementing rare event modelling techniquesExperience in implementing statistical modelling techniques both Linear and Non-linear modelsExperience of working with supervised and unsupervised machine learning modelling, primarily forecasting, clustering and classification techniques (Regression, Random Forest, SVM, XGBoost etc.)Good hands-on experience with hyperparameter tuning, grid search and model accuracy measurement techniquesKnowledge in implementing right ensemble modelling techniques for better accuracy and outcomeRight implementation knowledge on Deep learning models including image and video processingMinimum know-how of implementing Self-Learning AI models (Reinforcement Learning) and have capability leveraging in implementation of use casesSoft Skills:Self-motivated and go getter.Problem solving and innovationAbility to interact with multiple stakeholder to gather the required knowledge of business process and convey ideas.Ability to translate and communicate analytical findings into business valueStructured approach to problem solvingStrong adherence to on time deliveryThis is what you bringYou are expected to bring the following to the table:Graduate Engineer – preferably in Mechanical or Industrial engineering or computer scienceMaster's in mathematics, Statistics or data science would be an advantage.Minimum 10-15 years of experience- spanning various exposure areas around data. Last 5 years dedicated to AIProven ability to work with multi-cultural , multi-location teamsExperience in large project implementation related to Supply Chain management, factory scheduling, big data data lake architectures is a plusProven track record of ability to ideate, develop unique solutions using data science.#LI-SK1Talent acquisition based on Nexperia vacancies is not appreciated. Nexperia job adverts are Nexperia copyright © material and the word Nexperia® is a registered trademark.Nexperia is an Equal Opportunity/Affirmative Action Employer.
