Excited by Big Data, Machine Learning and Predictive Software? Interested in creating new state-of-the-art solutions using Machine Learning and Data Mining techniques on Terabytes of Data? At AWS, we are developing state-of-the-art large-scale Machine Learning Services and Applications on the Cloud involving large amounts of data. We work on applying predictive technology to a wide spectrum of problems. We are looking for talented and experienced Machine Learning Scientists who can apply innovative Machine Learning techniques to real-world problems. You will get to work in a team dedicated to advancing Machine Learning solutions at AWS and converting it to business-impacting solutions.
Major responsibilities · Use machine learning, data mining and statistical techniques to create new, scalable solutions for business problems · Analyze and extract relevant information from business data to help automate and optimize key processes · Design, develop and evaluate highly innovative models for predictive learning · Establish scalable, efficient, automated processes for large scale data analyses, model development, model validation and model implementation · Research and implement novel machine learning and statistical approaches
· An MS/PhD in CS, Machine Learning, Operational research, Statistics or in a highly quantitative field. PhD strongly preferred. · 4+ years of industry experience in predictive modeling and analysis, predictive software development · Strong Problem solving ability · Good skills with programming languages, such as Java or C/C++ · Experience using Python and/or R · Experience using machine learning libraries, such as scikit-learn, caret, mlr, mllib · Experience in mentoring junior team members, and guiding them on machine learning and data modeling applications · Strong communication and data presentation skills · Ability to travel to client locations when needed. Up to 50% regionally
· 6+ years of industry experience in predictive modeling and analysis, predictive software development · Experience handling terabyte size data sets · Experience working with distributed systems and grid computing · Publications or presentation in recognized Machine Learning and Data Mining journals/conferences