Senior ML Engineer - Malware Detection

📋 Description

• Lead development, evaluation, and deployment of machine learning systems for malware detection
• Design, train, fine-tune, and deploy ML models using production malware data
• Develop models for malware classification and triage
• Build systems for automated signature generation
• Develop methods for context-aware threat detection
• Improve detection precision and cleanup effectiveness

🎯 Requirements

• At least five years of production ML experience
• At least two years in an adversarial domain (cybersecurity, fraud, spam, or abuse prevention)
• Practical experience training and fine-tuning transformer models
• Knowledge of LoRA/QLoRA, full fine-tuning, distillation, quantization
• Strong understanding of classical ML (gradient boosting, linear models, probability calibration
• Experience with leakage-free evaluation splits

🎁 Benefits

• Fully remote work
• Flexible working hours
• 24 days of paid vacation
• 10 days of national holidays
• Unlimited sick leave
• Healthcare support (compensation toward private medical insurance)