Sr. Principal Machine Learning Engineer

Our Mission At Palo Alto Networks®, we’re united by a shared mission—to protect our digital way of life. We thrive at the intersection of innovation and impact, solving real-world problems with cutting‑edge technology and bold thinking. Here, everyone has a voice, and every idea counts. If you’re ready to do the most meaningful work of your career alongside people who are just as passionate as you are, you’re in the right place. Who We Are In order to be the cybersecurity partner of choice, we must trailblaze the path and shape the future of our industry. This is something our employees work at each day and is defined by our values: Disruption, Collaboration, Execution, Integrity, and Inclusion. We weave AI into the fabric of everything we do and use it to augment the impact every individual can have. If you are passionate about solving real-world problems and ideating beside the best and the brightest, we invite you to join us! We believe collaboration thrives in person. That’s why most of our teams work from the office full time, with flexibility when it’s needed. This model supports real-time problem-solving, stronger relationships, and the kind of precision that drives great outcomes. Job Summary Your Career As a Security / Detection Engineer, you will analyze multi-stage attack behavior sequences and translate complex threat patterns into highly deterministic signatures. You will own the end-to-end detection lifecycle—from rule creation to continuous false-positive (FP) tuning—ensuring our defense mechanisms are performant, accurate, and resilient against evasion. Your Impact Analyze complex, multi-stage attack behavior sequences and transform them into precise, deterministic signatures. Develop and maintain high-performance, signatures that can be safely enforced by our inline engines without impacting network throughput. Own the entire signature lifecycle, from initial research and threat modeling to deployment, automated regression testing, and deprecation. Drive continuous False Positive (FP) tuning and validation processes to minimize alert fatigue while maximizing true positive detection rates. Implement robust version pinning strategies and dependency management for threat prevention content updates, ensuring consistency across distributed firewall deployments. Partner with threat research groups and inline machine learning teams to integrate behavioral signatures with automated deep learning classifiers. Qualifications Your Experience BS/MS in Computer Science, Cyber Security, or equivalent practical experience. 4+ years of dedicated experience in detection engineering, threat analysis, or security research. Deep expertise in writing and optimizing signature-based patterns (e.g., custom Snort/Suricata rules, Yara, PAN-OS custom threat signatures). Thorough understanding of application-layer evasion techniques. Strong knowledge of the detection-as-code philosophy and building automated testing pipelines for signature validation. Experience with Python, Regex, or other scripting tools to automate packet capture analysis, rule creation, and parsing threat telemetry. Solid understanding of the MITRE ATT&CK framework and translating offensive techniques into robust defensive controls. The Team We believe collaboration thrives in person. That’s why most of our teams work from the office full time (3 days a week at our Santa Clara headquarters), with flexibility when it’s needed. This model supports real-time problem-solving, stronger relationships, and the kind of precision that drives great outcomes. Compensation Disclosure The compensation offered for this position will depend on qualifications, experience, and work location. For candidates who receive an offer at the posted level, the starting base salary (for non‑sales roles) or base salary + commission target (for sales/commissioned roles) is expected to be the annual range listed below. The offered compensation may also include restricted stock units and a bonus. A description of our employee benefits may be found here. $183,600.00 - $297,000.00/yr Our Commitment We’re trailblazers that dream big, take risks, and challenge cybersecurity’s status quo. It’s simple: we can’t accomplish our mission without diverse teams innovating, together. We are committed to providing reasonable accommodations for all qualified individuals with a disability. If you require assistance or accommodation due to a disability or special need, please contact us at View email address on click.appcast.io. Palo Alto Networks is an equal opportunity employer. We celebrate diversity in our workplace, and all qualified applicants will receive consideration for employment without regard to age, ancestry, color, family or medical care leave, gender identity or expression, genetic information, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran status, race, religion, sex (including pregnancy), sexual orientation, or other legally protected characteristics. All your information will be kept confidential according to EEO guidelines. Is role eligible for Immigration Sponsorship?: Yes #J-18808-Ljbffr Palo Alto Networks