Experienced ML Engineer - Anti-Cheat
Embark StudiosSweden16 hours ago
Full-timeEngineering, Information Technology
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As an ML Engineer in the Anti-Cheat team at Embark Studios you will be part of a small, cross-functional team with a mission to keep Embark games, ARC Raiders and THE FINALS, fair and safe from cheating and exploiting. In this role you will use your skills and experience to help build out our ML cheat detection systems, develop and deploy new models, and analyze and explain the results to various stakeholders.
The Anti-Cheat team comprises a set of disparate but complementary disciplines, including game security development, internal tooling, backend- and data engineering, and data analytics/machine learning. Most of us work across more than one of these domains. Being a core function supporting all of Embark’s games, we collaborate with many different stakeholders throughout the organisation, such as game teams, legal, and community management.
You are likely curious to learn new skills, and enjoy collaborating within and across teams. Your passion for data, technology and games is what is driving you to great success. By being creative and experimental you aim to solve problems in a game-changing way.
Example Of Responsibilities
We welcome game makers of all sex, class, colour, age, gender identity, education, religion, opinion, culture, nation of origin, language, sexual orientation, shape, size, and ability.
Did we leave anyone out? Well, we welcome you, too! We think that the gaming industry is made better when everyone has a seat at the table.
Be yourself at Embark and make games while doing so. Please apply with confidence. We can’t wait to hear from you (in English)!
The Anti-Cheat team comprises a set of disparate but complementary disciplines, including game security development, internal tooling, backend- and data engineering, and data analytics/machine learning. Most of us work across more than one of these domains. Being a core function supporting all of Embark’s games, we collaborate with many different stakeholders throughout the organisation, such as game teams, legal, and community management.
You are likely curious to learn new skills, and enjoy collaborating within and across teams. Your passion for data, technology and games is what is driving you to great success. By being creative and experimental you aim to solve problems in a game-changing way.
Example Of Responsibilities
- Create infrastructure to power training, deployment and serving of ML cheat detection models
- Work closely with stakeholders and game teams to scope and design anti-cheat measures
- Research, develop, and train ML models
- Provide model performance analyses and visualizations
- Analyse telemetry data to identify cheating patterns
- Build ETL’s and data pipelines for feature creation
- Stay current with new research and share that knowledge with the rest of the team
- A creative and curious mind
- Experience from implementing and evaluating ML methods
- Solid experience with common ML frameworks
- Deep knowledge of complex SQL
- Experience in statistical modeling and analysis over large datasets
- Strong programming skills in Python
- Experience working with Google Cloud Platform
- Experience working with ETLs and data pipelines
- Experience with MLOps
- Professional English communication skills
- Experience with Go
- Experience and/or interest in games and anti-cheat
We welcome game makers of all sex, class, colour, age, gender identity, education, religion, opinion, culture, nation of origin, language, sexual orientation, shape, size, and ability.
Did we leave anyone out? Well, we welcome you, too! We think that the gaming industry is made better when everyone has a seat at the table.
Be yourself at Embark and make games while doing so. Please apply with confidence. We can’t wait to hear from you (in English)!
Key Skills
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