Abnormal Security is looking for a Senior Software Engineer to join the Message Detection - Entity Scoring Signals team. At Abnormal, we protect our customers against nefarious adversaries who are constantly evolving their techniques and tactics to outwit and undermine the traditional approaches to Security. That’s what makes our novel behavioral-based approach so…Abnormal. Abnormal has constantly been named as one of the top cybersecurity startups and our behavioral AI system has helped us win various cybersecurity accolades resulting in being trusted to protect more than 8% of the Fortune 1000 ( and ever growing ).
In a landscape where a single successful attack can lead to financial losses of millions of dollars, the Message Detection team plays the central role of building an extremely high recall Detection Engine that can operate on hundreds of millions of messages at milliseconds latency. The Message Detection team’s mission statement is to provide world-class detector efficacy to tackle changing attack landscape using a combination of generalizable and auto trained models as well as specific detectors for high value attack categories.
The Entity Scoring Signals team is spearheading the advancement of our email security engine by developing cutting-edge signals and detectors to identify cybersecurity threats. The team's innovative approach involves breaking down emails into granular components, known as entities, and developing sophisticated heuristics to assess the suspiciousness of each entity. This entity-centric approach enhances the accuracy, actionability, and explainability of threat detection.The team plays a key role in helping the engine quickly adapt to emerging attack patterns by refining and specializing entity-level heuristics and signals. These highly specific entity signals are then used by downstream systems, including heuristic and machine learning models, to continuously improve the overall detection performance.
This role would also have an opportunity to have a significant impact on the overall charter, direction and roadmap of the team. The Senior Software Engineer would be involved in understanding the domain of false negatives i.e. the current and future attacks which can cause significant customer workflow disruption. They would help define the technical roadmap required to address the most pressing customer problems and simultaneously operate our detection decisioning system at an extremely high recall.
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Abnormal Security's Mission is to make the world a safer place through new applications of Machine Learning and AI technologies. We have started with email security, but that is just the beginning.
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