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Algorithm Developer
Ref No.: 18-56500
Location: Irvine, California
Position Type:Full Time/Contract
Start Date: 08/07/2018
Algorithm Developer
Irvine, CA.

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
•              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