הנדסה ו-R&D

Hands-On Data Scientist and Algorithms Developer

115200

תאריך עדכון

13/08/2019

תיאור המשרה

You will be responsible for:

• Apply your expertise in statistics, data analysis, and machine learning to develop data-automated systems and algorithms to improve performance for the online retailer world.

• Create predictive user-behavior models, recommendation and ranking systems, anomaly detection mechanisms, real-time segmentation streams and more, by converting massive, noisy data sets into significant outputs.

• Dig into the latest big data technologies to develop distributed, high-throughput, real-time products.

• Make independent decisions on how to solve specific problems based on raw datasets.

• Stay connected with the business domains and develop predictive models to support business decisions.

Requirements:

• 2+ years experience in design, coding, and optimizing predictive and clustering models.

• 1+ years experience writing production Python code including experience with Numpy, Scipy, NLTK, Pandas, PIL

• Knowledge of SQL and NoSQL.

• Strong background in statistics.

• Exp. with few of the following models: Logistic Regression, Collaborative Filtering, SVM, K-armed bandits, Markov Models, Random Forests, Game Theory.

• Dynamic, agile and comfortable with the whole data stack.

• Capable of adjusting quickly to changing requirements, and can deliver rapid and correct solutions.

• Able to communicate the results of analyses in a clear and effective manner.

Advantages:

• Experience with the Ad-tech or E-commerce world

• Scala, R, and Octave.

• Experience using distributed computing ecosystems. Experience with the Hadoop, Spark, Kafka, and HBase is preferred.

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