Data Scientist
Job Summary
Job Description
- Python (pandas, numpy)
- SQL experience
- Machine Learning
- Data Science workflow
- Kaggle experience
- Game playing
- Causal inference
- A/B testing
14 skills required
Job Details
Company Description
Job Description
We are currently looking for a Data Scientist with more than 2 years' experience (in a long-term contract).
WHAT YOU WILL BE WORKING ON
You will be able to deep dive into our massive player data in-game, prototype and deploy machine learning models to drive game revenue.
What is means on a daily basis
- Mine large data sets at a fast-moving gaming company and turn them into understandable and actionable insights
- Perform extensive feature engineering from the vast data in our data warehouse
- Prototype different ML models that improve our baselines
- Help contribute to our internal tracking, prediction pipeline and monitoring solutions
- Improve experimental capabilities through good experimental design and the use of key statistical methods, including causal inference and A/B testing
Who you will be working with
As a Data Scientist in our Global Data Science and Analytics team, you will be reporting to our Lead Data Scientist and collaborate very closely with other data scientists, data analysts and data engineers in the team.
Qualifications
WHO YOU ARE
- Autonomous and team player, detail-oriented
- Good communication in English (French is not mandatory)
- Passionate about video games and the economy behind
WHAT YOU NEED TO SUCCEED
- Master’s degree in a quantitative field (computer science, applied mathematics or data science) with strong IT skills
- Proficiency in Python (esp. pandas, numpy, scikit-learn, matplotlib, seaborn etc.)
- Strong skills in SQL
- Experience with Git and with Machine Learning algorithms and data science workflow, including experimental design and key statistical methods, with strong communication skills for complex topics
Would be a plus if you have:
- Kaggle experience
- Played our mobile and console games or willing to play
- Curiosity and willingness to try new things
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About The Company
We are Gameloft and our greatest reward is seeing that 1.5 million new Gameloft games are downloaded every day.
Our dream to offer mobile games to the entire planet through our products is about to become a reality.
We owe our success to the talent and passion of our teams. It is because of their dedication to excellence and attention to detail that we can offer games of unparalleled quality to our millions of fans.
Do we have strong franchises? Yes! Just take a look at Asphalt, Order & Chaos, Modern Combat or Dungeon Hunter. . We also have a great network of partners to help us deliver cool new games to your favorite device. Think Universal, Illumination Disney®, Marvel®, Hasbro®, Fox Digital Entertainment, Mattel®, Ferrari® and many more.
Gameloft is also home to Gameloft for brands and Gameloft Business Solutions, our business entities that provide gaming experiences for brands and carriers, respectively.
Learn how we create meaningful connections between people and brands at www.gameloft.com/forbrands and our customized gaming packages and subscription-based offers at www.gameloft.com/business-solutions.
Nous sommes Gameloft et voir que 1,5 million de nouveaux jeux Gameloft sont téléchargés chaque jour est notre plus grande récompense. Notre rêve d'offrir des jeux mobile à la planète entière à travers nos produits est en passe de devenir une réalité. Nous devons notre succès au talent et à la passion de nos équipes. C'est grâce à leur souci de l'excellence et du détail que nous pouvons proposer des jeux d'une qualité inégalée à nos millions de fans. Avons-nous des franchises bien établies ? Oui ! Regardez Asphalt, Order & Chaos, Modern Combat ou Dungeon Hunter. Nous avons également un excellent réseau de partenaires, qui nous permet de vous offrir de nouveaux jeux extraordinaires sur votre appareil préféré. Pensez à Universal, Illumination, Disney®, Marvel®, Hasbro®, Fox Digital Entertainment, Mattel®, Ferrari® et à bien d'autres.
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