We are looking for a Security Researcher to join our Windows EDR behavioral detection team.
You will create statistics-based classification algorithms detecting everything from new malware through process behavior and attackers operating in enterprise-scale networks using data from multiple Windows endpoints; from analyzing attack patterns, finding statistical anomalies, and validating that you detect real attacks and APTs on real customer data.
Your Impact:
Research new methods to detect targeted attackers by utilizing enormous amounts and varied types of data
Use and develop statistical algorithms and techniques to create and improve our analytics detection capabilities
Simulate attacks in the lab and conduct a deep analysis of the behavior
Help design new generic AI heuristics to automate response over a combination of alerts and raw data, leveraging graph algorithms to mimic cybersecurity investigations
Be part of a diverse research group, improving our research processes and leading us to be a better team, creating a better product
Stay up to date with APTs, attacker methodologies, and TTPs.
You will create statistics-based classification algorithms detecting everything from new malware through process behavior and attackers operating in enterprise-scale networks using data from multiple Windows endpoints; from analyzing attack patterns, finding statistical anomalies, and validating that you detect real attacks and APTs on real customer data.
Your Impact:
Research new methods to detect targeted attackers by utilizing enormous amounts and varied types of data
Use and develop statistical algorithms and techniques to create and improve our analytics detection capabilities
Simulate attacks in the lab and conduct a deep analysis of the behavior
Help design new generic AI heuristics to automate response over a combination of alerts and raw data, leveraging graph algorithms to mimic cybersecurity investigations
Be part of a diverse research group, improving our research processes and leading us to be a better team, creating a better product
Stay up to date with APTs, attacker methodologies, and TTPs.
Requirements:
In-depth knowledge of the inner-workings of operating systems (Especially Windows)
Intimate knowledge and understanding of attack methods and techniques over endpoints and enterprise
Vast experience and interest in malware research or development
Python software development experience
Comfortable conducting research and gathering insights by querying large databases
Advantage if you have experience in machine learning or data analysis
Advantage if you have reverse engineering knowledge and experience
Advantage if you have advanced knowledge of Microsoft AD infrastructure
Advantage if you have exploitation knowledge and experience
Ability to drive and own projects
Independent and team player, critical thinker.
In-depth knowledge of the inner-workings of operating systems (Especially Windows)
Intimate knowledge and understanding of attack methods and techniques over endpoints and enterprise
Vast experience and interest in malware research or development
Python software development experience
Comfortable conducting research and gathering insights by querying large databases
Advantage if you have experience in machine learning or data analysis
Advantage if you have reverse engineering knowledge and experience
Advantage if you have advanced knowledge of Microsoft AD infrastructure
Advantage if you have exploitation knowledge and experience
Ability to drive and own projects
Independent and team player, critical thinker.
This position is open to all candidates.
