AntiCheat Data Analyst – Rainbow Six Siege
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Job Location:
Monthly Salary:
Posted on:
7 hours ago
Vacancies:
1 Vacancy
Job Summary
The R6 AntiCheat team is a multidisciplinary group dedicated to protecting the competitive integrity of Rainbow Six Siege and maintaining a high standard of fairness and trust in one of the worlds leading tactical shooters.
As an R6 AntiCheat Analyst you will play a key role in building a practical understanding of cheating within Rainbow Six Siege. Your work will focus on analyzing gameplay footage and communityshared content to identify cheating behaviors and translate those observations into insights using game telemetry and player data.
You will study how cheaters behave momenttomoment and connect those actions to data patterns distributions and anomalies. Working closely with AntiCheat Programmers Security Analysts and game teams you will support investigations detections and longterm anticheat strategy while providing clear evidencebased input for operational decisionmaking.
This role requires curiosity about adversarial behavior the ability to move between qualitative observation and quantitative analysis and strong communication skills to turn complex findings into actionable insights.
Responsibilities
- Analyze gameplay footage (recorded matches streams communityshared videos internal captures) to identify cheating behaviors patterns and tells.
- Build a deep practical understanding of momenttomoment cheater behavior including movement aim decisionmaking timing and interaction with game systems.
- Translate qualitative gameplay observations into hypotheses that can be validated using game telemetry and player data.
- Explore and analyze player data to understand what cheating looks like statistically including distributions baselines anomalies and outliers.
- Correlate observed cheating techniques with ingame metrics to support detections investigations and longterm anticheat strategy.
- Monitor cheating trends through public content (videos streams forums communities) to anticipate emerging behaviors.
- Collaborate closely with AntiCheat Programmers data scientists and game teams to share insights validate assumptions and refine priorities.
- Support operational investigations and case analysis providing behavioral and datadriven context for escalations involving Player Support Esports Legal and other stakeholders.
- Communicate findings clearly through reports dashboards and presentations to help teams understand risks patterns and the impact of cheating on game integrity.
Qualifications :
What youll do
- Experience in an operational environment related to game integrity trust & safety fraud prevention security operations or a similar investigative/analytical role.
- Strong observational and analytical skills with the ability to identify subtle behavioral patterns.
- Experience working with large or complex data sets and performing exploratory data analysis.
- Ability to query and analyze data using SQL or equivalent.
- Ability to reason about data distributions baselines and anomalies.
- Strong communication and collaboration skills.
- Willingness to learn internal tools workflows and gamespecific systems.
Desired Qualifications
- Familiarity with cheating in competitive multiplayer games including common techniques and motivations.
- Experience reviewing or analyzing gameplay at scale (QA competitive analysis coaching moderation content review).
- Comfort with statistical concepts such as descriptive statistics correlation regression or A/B testing.
- Experience working with common data formats (JSON CSV etc.).
- Background in Rainbow Six Siege or similar tactical FPS titles.
Remote Work :
No
Employment Type :
Full-time
Key Skills
- Data Analytics
- Microsoft Access
- SQL
- Power BI
- R
- Data Visualization
- Tableau
- Data Management
- Data Mining
- SAS
- Data Analysis Skills
- Analytics
About Company
Opened in October 2011, Ubisoft Abu Dhabi is one of the first major video game studios based in the UAE capital and is focusing on developing and bringing to market successful mobile games for a worldwide audience. This position is based in the vibrant expat city of Abu Dhabi, the c ... View more
