Responsibilities:
* Machine learning or deep learning algorithms design,participate in the delivery of data driven game operating related projects,improve the player experience of Ubisoft AAA games
* In game data research, find commercial values from the data
* Keep tracking state-of-the-art applications and researches in machine learning and deep learning area
* Help train engineers in related area
1. 负责机器学习、深度学习算法设计,参与数据驱动游戏运营相关项目的实施,提高育碧3A游戏的用户体验; 2. 负责游戏数据研究,从游戏数据中挖掘商业价值; 3. 负责跟踪机器学习、深度学习领域的前沿应用和研究.
Minimum Qualifications & Experience Requirements:
* Major in computer, mathematics and physics, researches background in machine learning and deep learning related area
* Implement the algorithm prototypes independently with at least a kind of programing language
* Excellent communication skills, teamwork awareness
* Excellent problem analysis and handling skills, passionate about solving challenging problems
Preferred Qualifications & Experience Requirements:
* Familiar with Python, master numpy, scipy, pandas and other scientific computing and data analysis modules is preferred
* Familiar with scikit-learn, tensorflow, theano, torch, Spark ML and other machine learning and deep learning frameworks is preferred
* Familiar with Hadoop Hive, Impala and Spark applications is preferred
1.计算机、数学、物理相关专业毕业,具备机器学习、深度学习相关方向研究背景;
2.具备一定的编程能力支持独自完成算法原型;
3. 的沟通能力、团队协合作意识; 4. 的分析问题和解决问题的能力,对解决富有挑战性的问题充满激情; 5. 熟悉Python编程,掌握numpy、scipy、pandas等科学计算及数据分析模块者优先; 6. 熟悉scikit-learn、tensorflow、theano、torch、Spark ML等机器学习、深度学习框架者优先; 7. 熟悉Hadoop Hive、Impala、Spark应用者优先.
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