Lead malware detection with transformer models and Python in a fully remote position based in Canada. Build production systems for evolving threats. This senior role develops, evaluates, and deploys machine learning systems using production malware data. You will work with PyTorch, Hugging Face, SQL, and classical machine learning methods. The work balances detection accuracy, operational costs, and resource constraints. It covers the complete lifecycle from experimentation through monitored production deployment. Key Responsibilities:
Design, train, fine-tune, and deploy malware detection models Classify malicious files and prioritize suspicious samples Generate signatures from emerging malware campaigns Establish leakage-free evaluation and regression testing frameworks Optimize inference throughput, latency, memory, and cost Requirements:
At least five years building production machine learning systems At least two years in an adversarial domain Transformer training, tokenization, fine-tuning, distillation, and quantization experience Strong Python, PyTorch, Hugging Face, and SQL skills English proficiency at B2 level or higher Apply senior machine learning expertise to malware classification, transformer development, evaluation discipline, and efficient production inference.
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Senior Machine Learning Malware Engineer in Winnipeg employer: Jobgether
EverPro is an exceptional employer that prioritizes employee growth and well-being, offering a fully remote work environment within Canada, with the added flexibility of using the Toronto office. Our culture fosters collaboration and innovation, providing competitive compensation and comprehensive wellness benefits, making it an ideal place for talented engineers to thrive and contribute to the success of our widely used invoicing platform.
