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Senior AI/ML Engineer - Anti-Cheating System

a5 labs • East Asia
Remote Visa Sponsorship Relocation
This Job is No Longer Active This position is no longer accepting applications

Design and develop AI-driven anti-cheating systems for competitive strategy games. Work on behavioral modeling, anomaly detection, and machine learning/deep learning models. Collaborate with AI and engineering teams to translate models into production systems.

Key Highlights
Behavioral modeling and detection of cheating patterns
Designing scalable detection pipelines and feature systems
Applying machine learning/deep learning techniques for anomaly detection
Key Responsibilities
Design machine learning/deep learning models to detect cheating patterns
Model player behavior sequences, strategies, and anomalies
Build systems that distinguish high-skill play vs. AI-assisted play and natural variance vs. exploitation
Technical Skills Required
Python PyTorch TensorFlow SQL Data pipelines Sequence modeling (RNN/Transformer-based) Anomaly detection Graph-based or behavioral embeddings
Benefits & Perks
Fully remote work
Japan relocation supported (visa sponsorship available)
Global, distributed team
Nice to Have
Experience with sequence models (LSTM/Transformer)
Large-scale behavioral data
Real-time detection systems

Job Description

About the Role

We are building a next-generation AI-driven anti-cheating system for competitive strategy games.

Unlike traditional fraud detection, our challenge sits at the intersection of:

  • 🎮 Game AI & player behavior modeling
  • 🧠 Reinforcement learning & decision systems
  • 🔍 Anomaly detection under adversarial conditions

You will work on identifying non-obvious, strategic cheating behaviors in complex environments where players actively adapt to detection systems.

This is not rule-based detection — this is behavioral intelligence at scale.

What You’ll Do

1️⃣ Behavioral Modeling & Detection

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