Playstudios International Israel Published: December 19, 2019
Job Type
Category
Level of education
Masters
Spoken Language needed
English
Level of Hebrew
Medium
Location of job
Tel Aviv/ Ramat Gan
How many relevant years experience do you require for the role:
1 year

Description

The size and complexity of the mobile games environment poses great problems to work on for Data lovers. Our ideal candidate should have one hand on a whiteboard writing equations and the other hand on a keyboard writing code, for those problems simply cannot be solved with human intuition. We are hiring outstanding Data Scientist, who will use innovative statistical and machine learning approaches to generate invaluable insights.

Specifically, you’ll:
- Lead analytical projects focused on driving customer and revenue growth, working closely with Marketing, Product, and Engineering
- Innovate new modeling and machine learning approaches
- Mine data and analytics at user level to gain a better understanding of their funnel and engagement behaviors, including impacts of growth, and conversion rate optimization strategies
- Use exploratory data analysis techniques to identify meaningful relationships, patterns, or trends from complex structured and unstructured datasets
- Develop tools which provide insights and visualization into channel and funnel performance relative to KPIs, projections, and historical performance. Analyze and determine key insights from business drivers, competitive environment, trends, and operating metrics.
- Identify impactful business problems and translate them into relevant analyses and actionable insights.
- Analyze and assist progress of acquisition performance (attribution, paid/organic, etc...), customer lifetime value, and user conversion funnel data by identifying opportunities to improve ROI, engagement and retention.
- Regularly present findings across teams and to senior management to drive optimal decision making

Requirements

- 1-2 years experience in building models, engineering features, and using data intelligently to optimize business performance
- Experience working with SQL
- Proficiency in R or Python
- Advantage: Experience working with Spark, Hive, Presto
- Ability to communicate complex findings and ideas in plain language
- A passion to mobile games and a data driven approach
- Being able to work in teams towards a shared goal
- Enjoying discovering and solving problems
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