Career Level - IC4Responsibilities: 1. SaaS-Application Centric Detection Research & Engineering
Develop and refine application-layer security detections for FAaaS, Spectra, and other critical LoBs, focusing on business logic abuse, API security threats, and identity-based attacks.
Research and engineer detections for SaaS-specific attack vectors.
Leverage detection-as-code frameworks (e.g., Sigma, OpenSearch, KQL) to automate the development and tuning of detection rules.
Work closely with application security teams to enhance telemetry and ensure that security observability is embedded in SaaS products.
Drive collaboration between Detection Engineering, Incident Response, and Red Teams by aligning detection research with real-world attack simulations and post-incident learnings.
Develop automated feedback loops to reduce false positives, false negatives, and coverage gaps.
Work with Incident Response to develop automated triage and enrichment mechanisms for SaaS security incidents.
Shift towards a risk-based detection approach, ensuring that high-impact threats are prioritized based on their potential financial and reputational consequences.
Provide executive-level visibility into detection efficacy by quantifying the impact of mitigated threats and aligning detection efforts with business risk.
Develop security dashboards and reporting to communicate detection outcomes, including risk coverage, adversary trends, and operational efficiency.
5. Proactive Threat Hunting & Data Anomaly Analysis
Expand threat hunting and anomaly detection capabilities to identify previously unknown threats affecting SaaS customers and cloud applications.
Utilize advanced data analytics and behavioral anomaly detection to identify stealthy attacks that evade traditional detection methods.
Reduce reliance on SOC-driven escalations by proactively analyzing security telemetry for signs of compromise.
Work closely with data scientists to enhance the use of ML/AI-driven security analytics for predictive threat detection.
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