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Vytvárajme spolu budúcnosť kybernetickej bezpečnosti
Pracovisko
Job with occasional home office
Náplň práce
We are looking for a passionate and experienced Machine Learning Researcher to join our Technology Division, preferably someone with a strong foundation in machine learning, whether built through academic research, personal projects, or industry experience.
While this role is intended for highly skilled researchers, we also welcome exceptionally talented individuals who may not have extensive work experience but demonstrate deep understanding, curiosity, and a strong drive to advance the field.
To be clear from the start: we are not just another company jumping on the current machine learning/artificial intelligence hype. Our experts have been working with machine learning for more than 20 years, with neural networks making their first appearance in our products back in 1998.
A Machine Learning Researcher is responsible for exploring and proposing novel approaches to leverage data for threat detection. The role involves designing and executing experiments, analyzing results, and determining the next steps in the development of advanced machine learning models.
The main project builds on heuristic correlations of behavioral data, which are subsequently evaluated using cutting-edge machine learning models. The position requires a strong experimental mindset, adaptability to evolving data, and a focus on delivering robust and effective solutions.
While the primary focus is on research, the position also includes aspects of ML-Ops, such as deploying, monitoring, and refining models in production, which can be expanded depending on the candidate’s interests and expertise.
The team works extensively with behavioral data stored in a large-scale big data infrastructure. There are multiple specialized groups within the team: some focus on heuristic modeling to correlate behavioral signals, others are dedicated to threat simulation and synthetic data generation.
The group for which this position is open is responsible for developing and improving machine learning models and solutions.
These groups collaborate closely, sharing expertise and findings across domains to achieve common goals. In addition to internal collaboration, the team works closely with other departments involved in data collection, manual incident evaluation and handling, as well as with software development teams.
Odmeňovanie
From 3 000 EUR/month
- The final basic wage component can be increased accordingly to individual skills and experience of the selected candidate.
