Senior Machine Learning Engineer

1 week ago

Singapore COGNOSPHERE PTE. LTD. Full time

Programming & Technology|Singapore|Full-time

Job description

Who are we?



At HoYoverse, we are committed to creating immersive virtual world experiences for players around the world. In addition to game products such as Genshin Impact, Honkai Impact 3rd, Tears of Themis, and Honkai: Star Rail, HoYoverse also launched the dynamic desktop software N0va Desktop, the community product HoYoLAB, and created a variety of products such as animations, comics, music, novels, and merchandise around our original creative concept.

Adhering to our mission of Tech Otakus Save the World, we have always been committed to technology research and development, exploring cutting-edge technologies, and have accumulated leading technical capabilities in cartoon rendering, artificial intelligence, cloud gaming technology, and other fields.

HoYoverse is actively engaged in globalization, with offices in Singapore, Montreal, Los Angeles, Tokyo, Seoul, and other areas.

**What you will do**:
Get insights into business risks, explore user risk characteristics. Build risk models using the techniques of machine learning, deep learning, migration learning, etc. Identify user risks such as plug-ins and aggregation in games and dark industries.
Understand content compliance and ideological risks as well as the laws and regulations of the game industry. Identify and handle illegal content.
Work closely with business teams. Participate in product and technique reviews. Balance the business development and security experience. Design and implement optimum risk-benefit decisions by using optimization theories and methods to ensure the sustainable development of our business.
Establish risk identification and control capabilities. Optimize and propose high-quality risk strategies constantly.

**What you will need**:
Master's degree or above in computer, mathematics, statistics, or other related majors.
3+ years of experience in data mining or machine learning.
Proficiency in machine learning algorithms, ability to use HQL, Python, and other tools.
Experience in graph computing and massive data processing is preferred. Experience in community detection and other risk identification is preferred. Experience in research of deep learning is preferred.
Experience in participating in contests or having papers related to machine learning and data mining are preferred.
Fluent in Mandarin and English to liaise with teams.

We are an equal opportunity employer that believes diverse backgrounds are key to bringing our concepts to life. If you’re looking to play a key role in creating the best immersive virtual world experience for our users, we invite you to join our team.

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