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Middle Data Scientist

Xsolla
Kuala Lumpur
1 year ago
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Xolla is a video game commerce company, powered by its Transaction Engine and Business Engine, that helps developers and publishers market, sell, connect and optimize their games globally. Serving only the video game industry, the Xsolla Transaction Engine powers the full suite of cloud-based tools to promote and monetize projects, while Xsolla Business Engine provides clients with the roadmap to maximize those tools, and connect them with industry partnerships to expand their business. The two work seamlessly together – for businesses of all sizes, from indie to enterprise – to solve the complexities of distribution, marketing and monetization so they can increase their audience, sales and revenue. Headquartered in Los Angeles, with offices worldwide, Xsolla operates as a merchant and seller of record for major gaming entities like Valve, Twitch, Roblox, Ubisoft, Epic Games and KRAFTON.

If you want to be closer to gamedev, working in a multilingual environment, like solving complex tasks – then the vacancy is right for you!

CORE JOB FUNCTIONS / RESPONSIBILITIES:

1) Develop existing solutions (metrics monitoring & user behavior analysis, process mining tools, anti-fraud system, chat platform, calls analyser etc.) and the machine learning models used in them;

2) Participation in R&D activities (you will advise business units on optimizing processes and search for insights using machine learning methods);

WHAT WE EXPECT FROM YOU:

Proficient in Python3.x (minimum 1+ years of experience);In-depth knowledge on classic supervised and unsupervised machine learning algorithms (including classification, clustering, and regression);

Models quality validation;

Knowledge of probability theory and mathematical statistics;Knowledge of the main data analysis, manipulation and ML-libraries (numpy, pandas, sklearn, etc.);

Knowledge of data visualization tools, such as matplotlib/seaborn/plotly to demonstrate the results to the business;

Proficiency in SQL;

You possess critical thinking;

You are able to convey mathematical information in human language;

You love the data and their problems, like your family and friends :)

Ideally, you'll also have:

Experience using cloud platforms and deploying analytics in a production environment;Experience in creating advanced machine learning models in the field of processing unstructured information (CV/NLP/Speech Recognition etc.);Experience with model ensembles (LightGBM/XGBoost/CatBoost);Experience in A/B testing

Our stack: Python, Google Cloud, Airflow Git, Jira, Confluence
Benefits:

Convenient work tools:

Latest Mac workplaces + additional hardware to make you more effective at work

Google Chat, Gmail, Google Drive, Confluence, Jira, GitLab

Professional growth:

Free trainings and participation in specialized conferences

Rich knowledge exchange within the company

More perks:

Health insurance (Medical, dental and optical)- Employee and dependants

Flexible hours: organize your day according to your needs and sprint & teamwork demands

No dress code

Comfortable and new office environment

Wellness perks

Annual and performance bonus

ABOUT XSOLLA

Xsolla is a global video game commerce company with a robust and powerful set of tools and services designed specifically for the video game industry. Since its founding in 2005, Xsolla has helped thousands of game developers and publishers of all sizes fund, market, launch and monetize their games globally and across multiple platforms. As an innovative leader in in-game commerce, Xsolla’s mission is to solve the inherent complexities of global distribution, marketing, and monetization to help our partners reach more geographies, generate more revenue and create relationships with gamers worldwide. Xsolla is headquartered and incorporated in Los Angeles, California, with offices in Berlin, Seoul, and cities worldwide. Xsolla supports major gaming titles like Valve, Twitch, Roblox, Ubisoft, Epic Games, Take-Two, KRAFTON, Nexters, NetEase, Playstudios, Playrix, miHoYo, and more.

For additional information and to learn more, please visit xsolla.com

PHYSICAL DEMANDS

The physical demands for this position are sits, stands, bends, lifts, and moves intermittently during working hours. These physical requirements may be accomplished with or without reasonable accommodations.

The duties of this position may change from time to time so the individual and organization can achieve their results. This job description is intended to describe the general level of work being performed. It is not intended to be all-inclusive. Xsolla KL Sdn Bhd takes your privacy very seriously, and will not sell or externally distribute any data received during the hiring process. Pursuant to the Personal Data Protection Act 2010 (“PDPA”), Xsolla KL Sdn Bhd is mindful and committed to the protection of your personal information and your privacy. For more information related to PDPA 2010 please reach out to careers@xsolla.com.

Longevity Opportunity Vision Enjoy the game.

**Currently this position is open to all local applicants (Malaysian Citizen) or holding the PR status in Malaysia.

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