תיאור המשרה | Responsibilities:
Taking part in projects in which analytical solutions are used for solve and optimize business problems like user experience modelling, churn prediction, advanced segmentation's and others.
The ideal candidate should be able to use his/her experience in implementing advanced analytical methods (Machine learning, statistical/mathematical modelling) on large amounts of raw data – dealing with all parts of modelling workflow ( From data extraction, feature engineering to model building and implementation) and should be able to clearly present and communicate the findings.
The job is to work in collaboration with different departments within the company, in order to have the maximum business impact.
Requirements:
•True passion for understanding consumers’ social gaming behavior
•BS degree in a quantitative field like Mathematics, Statistics, Computer Science, Engineering or related fields. Master degree – an advantage
•Good working knowledge in a wide range of machine learning methods and algorithms for classification, regression, clustering and others
•Experience dealing with end to end machine learning projects: data exploration, feature engineering/definition, model building, performance
•2+ years of analytical work experience. experience with statistical modeling- an advantage
•Good Statistical analysis and mathematical skills.
•Good working knowledge in SQL language for data extraction
•Expert knowledge in at least one modelling language: R, Python
•Experience working with big data tools (Hadoop, Spark, Hive,Impala) – Advantage
•Experience working with Tableau – strong advantage
•Independent, creative and fast learner
•Excellent communication and collaboration skills
•Curious toward human behavior in gaming environment
•Strive to make a business impact
|
