Engineering Roles

You’ll discover vulnerabilities that no scanner will find. Sometimes you start with a reverse engineer’s analysis of a binary or firmware image and hunt for the memory-corruption, logic, or protocol flaw that breaks the system’s assumptions. Sometimes you’re collaborating with an advanced AI model to find the edge that leads to a vulnerability. You may be fuzzing at scale, building harnesses and conducting coverage-guided campaigns against targets that fight back. Sometimes the vulnerability lives in a state machine, a trust boundary, or the seam between two components, and you’ll have to model the whole system to see it. Once you find a flaw, you prove it: a reliable trigger, a working proof of concept, and an accurate reassessment of exploitability and impact. Your toolkit spans LLMs, C, Python, Rust, assembly, fuzzers, and whatever instrumentation the target demands.
You’ll spend some of your time seeking novel bug classes and developing new techniques to reach targets others can’t. You’ll spend some of your time hardening your findings into dependable capability. And you’ll document what you find with enough clarity that operators can act on it.