Collaborate closely with Product, Engineering, and Security teams to design and deploy advanced AI/ML solutions that power the MDR platform, ION.
Focus on building intelligent systems that enhance threat detection, automation, and decision-making, using cutting-edge AI research and methodologies.
Connect with Product Managers, Engineers, and Security Analysts to understand Ontinue’s vision for AI-driven MDR.
Deeply familiarize yourself with ION, Ontinue's Microsoft-based MDR platform, and identify areas where AI can drive innovation.
Contribute to the enhancement of current generative AI applications, AI Agentic workflows and data pipelines.
Collaborate with engineering teams to integrate models into production at scale.
Understand Ontinue’s value proposition and actively seek opportunities to make AI capabilities a core differentiator.
Requirements
Design and development of agentic or generative AI systems into production environments.
Design and optimization of scalable data pipelines for AI/ML training and inference.
Building, training, evaluating, and deploying machine learning and deep learning models (classification, anomaly detection, clustering, NLP, time-series forecasting, etc.).
Practical use of supervised, unsupervised, and reinforcement learning techniques.
Model monitoring, retraining strategies, and AI lifecycle management (MLOps).
Translating business and technical problems into AI/ML solutions.
Implementing the latest AI methods, adapting academic innovations into real-world applications.
Collaboration across multi-disciplinary teams (product, engineering, domain experts) to deliver impactful AI features.