Sr Algorithm Engineer
Company: Ingram Micro.
Posted on: February 13, 2019
Ingram Micro touches 80% of the technology you use every day with our focus on Technology Solutions, Cloud, and Commerce and Lifecycle Solutions. With $46 billion in revenue, we have become the world's largest technology distributor with operations in 56 countries and more than 30,000 associates. We continue to strategically expand our global reach with 32 acquisitions since 2012. Your role: The Ingram Micro global ecommerce engineering team is looking for an exceptional algorithm developer who is motivated to create best-in-class search relevancy, ranking, pricing and inventory algorithms. The right candidate has a passion for building data driven ecommerce solutions and is excited by the challenge of moving algorithms on the frontier of machine learning. We seek a candidate that is comfortable engaging on all aspects of a product cycle that includes algorithm development, benchmarking, and integration into different hardware/software platforms. The right candidate exudes initiative and has a proven record of innovation, problem solving, and collaboration in a team environment. Responsibilities: * Develop data-driven algorithms for ecommerce solutions. * Create real-time system prototypes for demonstration. * Design algorithm validation and performance tests. * Compare the cost and performance of different machine learning methods such as kernel methods, random forest, and logistic regression models. * Adapt commonly used machine learning algorithms to our specific problems, and implement modified algorithms from scratch as needed. * Analyze raw data to discern a set of rules and the factors influencing those rules to achieve organizational goals. * Apply machine learning in large data environments. * Complete data mining, predictive modeling, clustering, and classification. * Independently write reports detailing methods, results, and impacts of assigned issues. What you bring to the role: * Education: Bachelor's degree in Computer Science, Engineering, Statistic, Science and Math or related technical discipline is required (M.S. preferred). * 10 years of relevant professional experience and proven record of original contribution in relevant ecommerce solutions such as: search relevancy/ranking, pricing and inventory management. * Strong experience programming in C/C++/Java/R/C# and ability to write clean and concise code. Familiarity with Python. * Experience creating Machine Learning/Algorithm related reports based upon the resulting work/accomplishments. * Published machine learning /algorithm reports and/or authored new procedures and methods to create innovative approaches to solve complex machine learning/algorithm issues. * Experience with natural language processing techniques. * Significant current experience (i.e., within last 5 years) in machine learning /algorithm-related work. * Ability to work in a very dynamic environment and to adjust to changing requirements and challenges. * Mastery of core computer science concepts, data structures and algorithms. * Production experience with data management, storage and pipeline. * Production experience with cloud environments. * Keen eye for detail and thoughtful investigation of data before relying upon it. * Steadfast focus on creating impactful change and ability to prioritize between many tasks to maximize the improvement of the business. * This is not a complete listing of the job duties. It's a representation of the things you will be doing and you may not perform all of these duties. Ingram Micro Inc. is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, veteran status, or any other protected category under applicable law.SDL2017
Keywords: Ingram Micro., Irvine , Sr Algorithm Engineer, Engineering , Irvine, California
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