27 days ago - req12128

Design Engineer 3

In a nutshell


San Jose - CA, US


0-2 years





In San Jose, CA, ASML seeks a Design Engineer 3 to build data products and data systems and be responsible for utilizing disparate data sources in novel ways, with the aim of generating actionable insights that can create new offerings or improve the capabilities, performance and efficiency of existing products and services throughout the company; work closely with individual team leads to formulate problem statements and work through the lifecycle of delivering these insights to production; design and organize large and complex data sets from varied sources, while thinking strategically about uses of data and issues such as scalability; deliver mathematical and statistical models with proven predictive power; understand existing business flow and product features, dive into the underlying data, apply relevant data mining techniques and/or machine learning algorithms and propose data analytic product to improve the product intelligence; implement the applicable machine learning or statistics based algorithm for prediction and optimization and deliver the trained model to production; build and maintain code to populate HDFS and Hadoop with log from products or data loaded from SQL production systems; and design, build and support algorithms of data transformation, and conversion; and computation on Hadoop and other distributed Big Data Systems.Master of Science in Materials Science and Engineering or a closely-related field and two years’ relevant experience; expertise mining large data sets and with machine learning techniques such as regression and classification, cluster analysis, neural networks, ensembles, random forests and related algorithms; experience building machine learning-based data products in production; experience with Hadoop and MapReduce; database experience with MySQL, MSSQL or equivalent; experience with HBase or comparable NoSQL; proficiency in Java, Python, and/or C++ in Linux/Unix; experience in Spark MLLib, Mahout; experience with R and/or MatLab; familiarity with data formats and serialization, XML or equivalent; experience in optimization; strong problem solving skills; strong communication skills and domestic and international travel twice per quarter required.Apply online at www.asml.com.EEO/AA (W/M/Vets/Disability) employer.