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Senior Machine Learning Engineer, Anti-Cheat Ai- Security @A5 Labs

[Hiring] Senior Machine Learning Engineer, Anti-Cheat Ai- Security @A5 Labs

Apr 04, 2025 - A5 Labs is hiring a remote Senior Machine Learning Engineer, Anti-Cheat Ai- Security. 💸 Salary: unspecified. 📍Location: USA.

This description is a summary of our understanding of the job description. Click on 'Apply' button to find out more.

Role Description

  • Design and deploy scalable ML/DL pipelines for real-time fraud and bot detection in high-volume competitive gaming networks.
  • Optimize deep learning models for low-latency inference and real-time decision-making.
  • Automate model training, tuning, and deployment using MLOps best practices.
  • Implement distributed computing techniques to process large-scale poker data efficiently.
  • Develop and deploy real-time bot detection models, leveraging behavioral biometrics, timing patterns, and clickstream analysis.
  • Implement graph-based analytics to uncover multi-accounting automation, bot rings, and coordinated fraud.
  • Optimize AI-driven countermeasures to detect hybrid human-bot play and adversarial AI threats.
  • Support the integration of game-theoretic AI models into real-time detection pipelines.
  • Develop exploitative modeling features to detect unnatural betting patterns.
  • Implement multi-agent simulations to test and validate anti-cheat AI strategies.
  • Design and implement robust CI/CD pipelines for ML models in anti-cheat applications.
  • Ensure high availability and fault tolerance for fraud detection systems.
  • Optimize inference models for low-latency execution in production environments.
  • Work with cloud platforms (AWS, GCP, or Azure) to deploy and scale AI security models.
  • Monitor and log model performance, ensuring continuous improvement and retraining.
  • Work closely with data scientists, software engineers, and poker security experts to align ML solutions with business needs.
  • Collaborate with game developers to integrate anti-cheat AI into poker platforms.
  • Partner with poker analysts to fine-tune model accuracy and identify new threats.

Qualifications

  • Master’s or PhD in Computer Science, Machine Learning, AI, or a related field.
  • 5+ years of experience in ML/DL model development, optimization, and deployment.
  • Strong programming skills in Python, SQL, and distributed computing frameworks (Spark, Kafka, Kubernetes, etc.).
  • Expertise in TensorFlow, PyTorch, or Scikit-learn for ML model development.
  • Experience with real-time ML inference, feature engineering, and data pipelines.
  • Hands-on experience with MLOps, cloud deployment (AWS, GCP, Azure), and Kubernetes/Docker.
  • Familiarity with fraud detection techniques, adversarial AI, and anomaly detection.
  • Experience working with large-scale structured and unstructured data for fraud modeling.
  • Understanding of graph-based fraud detection and multi-agent AI techniques.

Requirements

  • Preferred experience working with real-time fraud detection systems in gaming, cybersecurity, or fintech.
  • Knowledge of game theory, Nash equilibrium, and exploitative modeling.
  • Familiarity with multi-accounting fraud detection and adversarial ML.
  • Experience in reinforcement learning, inverse reinforcement learning, or multi-agent systems.

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📍 Be aware of the location restriction for this remote position: USA
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Senior Machine Learning Engineer, Anti-Cheat Ai- Security @A5 Labs
Software Development
Salary 💸 unspecified
Remote Location
USA
Job Type contract
Posted Apr 04, 2025
Apply for this position Unlock 55,058 Remote Jobs
📍 Be aware of the location restriction for this remote position: USA
Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more.
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